None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

RSRP was consistently weak, varying between -118.0 dB and -109.0 dB. The average RSRP was -113.7 dB. Uplink modulation (UL_MCS) stayed in the mid-to-high range, between 13.0 and 17.0 with a mean of 14.8, while downlink modulation (DL_MCS) was lower, ranging from 6.0 to 7.0 with a mean of 6.5. UL_SNR fluctuated from 15.0 dB up to 30.4 dB; its average was 20.6 dB.

Downlink BLER showed two notable deterioration events: a moderate rise to 0.29 between t≈65–87 and a sharp spike up to 0.71 between t≈95–115. Overall DL_BLER ranged from 0.0077 to 0.71 and averaged 0.13. Uplink BLER was steadier, spanning 0.044 to 0.16 with a mean of 0.10.

Resource usage on uplink varied: UL_NPRB went from 5.0 to 30.0 PRBs with a mean of 16.1, and PRBs_UL_Current ranged between 0 and 3.7 with a mean of 1.3. UL PRB utilization mirrored that low activity, between 0 and 3.5 with an average of 1.3. Downlink resource allocation and utilization were high but volatile: PRBs_DL_Current ranged from 14.8 to 68.1 and averaged 56.7, while PRB_Utilization_DL spanned 14.0 to 64.3 with a mean of 53.4. Both PRBs_DL_Current and PRB_Utilization_DL exhibited multiple large jumps and drops, the biggest being a drop to the mid-teens from the mid-sixties around t≈94–103.

Traffic volume showed large uplink bursts and drops: TX_Bytes varied from 89,628 Bytes up to 448,763 Bytes and averaged 365,496.4 Bytes, with several prominent jumps including a major fall to ~99,231 Bytes around t≈61–69. Downlink payload was much smaller, with RX_Bytes between 69 Bytes and 9,042 Bytes and a mean of 4,626.6 Bytes. The Estimated_UL_Buffer oscillated between 0 and 510 Kilobytes and averaged 225.1 KB.

Packet counts reflected asymmetric load: UL_NumberOfPackets ranged from 18 to 118 with a mean of 69.2, while DL_NumberOfPackets ranged from 0 up to 1,100 and averaged 271.6. Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 91.41% of samples (no UDP observed), and UL_Protocol was TCP for 100% of samples.

Which type of activity occurred, YouTube viewing, Twitch stream, or file transfer?

Identify the user location, Zone A, Zone B, Zone C, or moving?

The user was transitioning between zones.

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

This trace shows normal throughput conditions.

What is the average value of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.536

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 225.149

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 42.67

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.477

What is the average value of PRB_Utilization_UL?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 353.067

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 69.242

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 223.434

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 42.67

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 271.586

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 48073.804

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 128

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 42.67

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of PRBs_DL_Current?

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The variance of TX_Bytes is 11704997864.668

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 2.84

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 6772.976

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 42.67

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 128

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 251.051

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 53.445

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None None None None None None None None None None None None None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

The trace shows a period of weakened downlink signal followed by partial recovery: RSRP fell to a minimum of -131.65 dB before rising to a maximum of -109.0 dB. The RSRP mean is -116.2 dB. Uplink modulation and link quality show degradation and volatility: UL_MCS ranged between 6.0 and 16.0 with a mean of 14.1, and UL_SNR varied from 15.4 dB up to 44.5 dB with a mean of 21.5 dB (including a pronounced spike to 44.5 dB). Downlink MCS stayed narrow between 6.0 and 7.0 with a mean of 6.8.

BLER behavior indicates occasional downlink errors: DL_BLER ranged from 0.007 to 0.44 with a mean of 0.073, including a jump to 0.44, while UL_BLER ranged from 0.026 to 0.17 with a mean of 0.085. Resource allocation was highly variable: UL_NPRB spanned 4.6 to 55.0 (mean 22.6) with multiple large spikes (peak 55.0). DL PRB usage also swung dramatically — PRBs_DL_Current ranged from 0 to 68 with a mean of 57.4 and PRB_Utilization_DL ranged from 0 to 65 with a mean of 54.1, both showing major drops to zero. UL PRBs and utilization were much lower, with PRBs_UL_Current between 0 and 10 (mean 2.0) and PRB_Utilization_UL between 0 and 9.5 (mean 1.9).

Traffic and buffer metrics reflect bursty uplink transmission and modest downlink payloads: TX_Bytes varied from 0 to 450,000 Bytes with a mean of 372,183.4 Bytes and experienced several large jumps and a notable drop to 0. RX_Bytes ranged from 0 to 24,000 Bytes with a mean of 7,432.1 Bytes. Estimated_UL_Buffer ranged between 0 and 2,100 Kilobytes with a mean of 428.7 KB. Packet counts were bursty on downlink — DL_NumberOfPackets ranged from 0 to 1,895 with a mean of 192.7 and showed a large spike — while UL_NumberOfPackets ranged from 2 to 187 with a mean of 67.4.

Protocol usage was dominated by TCP: DL traffic used TCP for 82.03% of timestamps (UDP 0%), and UL traffic used TCP for 100% of timestamps (UDP 0%). Overall, the session exhibits intermittent capacity spikes, sizable PRB and byte-rate volatility, and transient packet error events that would impact user throughput and link stability.

Identify the service in use: YouTube, Twitch, or File download.

This is a segment from a file download session.

What was the user's location status, static or mobile?

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Is this a congested or uncongested session?

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 128

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1355.208

The variance of Estimated_UL_Buffer is 66110.796

The variance of TX_Bytes is 13373185690.574

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 61883.489

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 428.731

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.206

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 16

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 262.352

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 128

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_DL_Current?

What is the average value of PRB_Utilization_DL?

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 16

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.963

What is the average value of PRBs_UL_Current?

What is the average value of UL_NumberOfPackets?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 192.695

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 32

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 294.78

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 16

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_UL?

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The variance of RX_Bytes is 15150369.235


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP None TCP None TCP TCP TCP None None None TCP TCP None TCP None TCP TCP None None None TCP TCP None TCP

Over the trace the downlink reference signal strength (RSRP) weakened substantially, reaching a minimum of −134.3 dB and a maximum of −107.0 dB. The RSRP mean was −111.8 dB, indicating generally poor to moderate coverage with a pronounced drop mid‑session.

Uplink modulation and coding (UL_MCS) fell to a low of 3.8 and rose as high as 18.0; its mean was 14.8, reflecting occasional degradation in uplink spectral efficiency (notably a dip to 3.8). Downlink MCS (DL_MCS) ranged from 2.3 to 7.0 with a mean of 6.5, showing persistently low DL modulation levels during the window.

Downlink block error rate (DL_BLER) exhibited volatility: values spanned from 0.0005 to 0.77, with a mean of 0.17; it experienced both a spike near 0.59 and later a drop toward 0.07. Uplink BLER (UL_BLER) varied between 0.04 and 0.23, averaging 0.10, with a transient peak around 0.23—indicative of intermittent uplink retransmissions.

Uplink SNR stayed in a moderate range from 14.4 dB to 28.9 dB, with a mean of 21.0 dB. Uplink PRB allocation (UL_NPRB) was highly variable, ranging from 1.9 to 69.5 PRBs and averaging 20.6 PRBs; the series showed multiple large jumps, the largest reaching 69.5 PRBs, pointing to fluctuating UL scheduling and load.

Downlink PRBs in use (PRBs_DL_Current) oscillated between 0 and 106 PRBs with a mean of 54.0, and DL PRB utilization mirrored this behavior, spanning 0% to 100% and averaging 50.9%—including rapid jumps to full utilization—indicating periods of heavy DL resource consumption. UL PRBs and UL PRB utilization stayed low, with PRBs_UL_Current from 0 to 5.1 (mean 1.5) and PRB_Utilization_UL from 0 to 4.8 (mean 1.4).

Traffic volumes were asymmetric: uplink byte counts (TX_Bytes) showed several sharp increases, peaking at about 438,744 Bytes and ranging from 0 to ~450,000 Bytes, with a mean of 327,923.6 Bytes. Downlink bytes (RX_Bytes) were much smaller, between 0 and ~19,000 Bytes and averaging 6,424.4 Bytes. The estimated uplink buffer varied between 0 and ~1,900 Kilobytes with a mean of 1,196.1 KB, consistent with the observed uplink bursts. Packet counts reflected similar behavior: UL_NumberOfPackets ranged from 3 to 148 (mean 78.9), while DL_NumberOfPackets ranged from 0 to 1,410 (mean 269.2), with a large DL jump late in the trace.

Protocol usage was dominated by TCP: uplink traffic was 100% TCP and downlink was TCP for 89.06% of timestamps (no UDP observed), aligning with the high retransmission indicators (BLER spikes) and the pronounced bursty uplink traffic.

Which type of activity occurred, YouTube viewing, Twitch stream, or file transfer?

Which zone does this traffic relate to: A, B, C, or motion?

Was the user affected by jamming or was the link clean?

Is this a congested or uncongested session?

Can you classify the user as moving or still?

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 42924.999

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 992.365

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 480.49

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 128

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 128

What is the average value of PRBs_UL_Current?

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The variance of TX_Bytes is 24593689214.996

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 179350.697

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.364

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1196.108

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.912

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 128

The variance of RX_Bytes is 13643521.706

What is the average value of PRBs_DL_Current?

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 2.84

What is the average value of UL_NumberOfPackets?

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.214

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 269.156

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 25.6

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 539.879

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 25.6


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None None TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None UDP None TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

The trace shows a generally weak downlink RF environment with intermittent uplink capacity surges and large variations in traffic. RSRP improved sharply mid-trace, rising by 16.15 dB to a peak of -102.85 dB; overall RSRP ranges from -121.0 dB to -102.8 dB. The mean RSRP is -117.1 dB.

Uplink SNR is highly variable with several large jumps; the largest spike reached 40.3 dB. UL_SNR spans 5.0 dB to 44.8 dB. The average UL_SNR is 20.6 dB. UL_NPRB shows frequent abrupt changes (at least eight), peaking near 106.0 and bottoming at 5.0; the mean UL_NPRB is 28.7. PRBs allocated on the uplink similarly spike (PRBs_UL_Current up to 31, down to 0) with a mean of 2.4, and PRB_Utilization_UL ranges 0 to 30 with a mean of 2.3. Estimated_UL_Buffer varies between 215.0 Kilobytes and 2651.0 Kilobytes, with an average of 898.7 KB.

Uplink modulation fluctuated markedly: UL_MCS experienced multiple major jumps and drops, falling as low as 0.7 and rising up to 19.0; its mean is 11.1. DL_MCS is lower and less variable, ranging 1.9 to 7.0 with a mean of 6.0. BLER on the downlink shows intermittent high error periods (DL_BLER between 0.041 and 0.7, mean 0.26), including a notable spike to 0.7; UL_BLER remains lower, between 0.012 and 0.23 with a mean of 0.07.

Downlink resource usage is bursty and occasionally drops to zero: PRBs_DL_Current spans 0 to 68 with a mean of 50.1, and PRB_Utilization_DL spans 0 to 65 with a mean of 47.2. Traffic volumes are dominated by uplink bulk transfers with large TX_Bytes swings (range 0 Bytes to 450,000 Bytes, mean 298,810 Bytes) including abrupt drops to zero, while RX_Bytes range from 0 Bytes to 29,000 Bytes with a mean of 6,624.6 Bytes. Packet counts follow the same pattern: UL_NumberOfPackets between 0 and 220 (mean 66.7) and DL_NumberOfPackets between 0 and 1,100 (mean 181.0).

Finally, the session protocols are overwhelmingly TCP: DL_Protocol is TCP 96.09% and UDP 0.78% of timestamps; UL_Protocol is TCP 94.53% (UDP 0.00%). Overall, the record indicates intermittent uplink capacity availability and buffering with modest downlink RF quality and sporadic downlink errors, which could impact throughput and latency-sensitive services.

What was the user's activity, YouTube, Twitch, or File download?

From Zone A/B/C or moving, where was the user?

The user changed zones during the session.

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Was the user static or moving across locations?

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 193200.401

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 25.6

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 64

What is the average value of PRB_Utilization_UL?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 47.227

What is the average value of UL_NumberOfPackets?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 381.735

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 428.918

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 64

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 10.203

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 27958.895

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 42.67

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 181.047

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 898.689

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of PRBs_UL_Current?

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 25.6

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 42.67

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 11.464

What is the average value of PRBs_DL_Current?

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 2015.353

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 42.67

The variance of RX_Bytes is 20257654.731

The variance of TX_Bytes is 15559030065.699


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None None TCP TCP TCP None None TCP

The radio and traffic traces show a mix of moderate signal variations, bursts of uplink resource use, and sporadic packet activity. RSRP weakened early then recovered: values span -138.0 dB to -103.0 dB. The mean RSRP is -111.5 dB, and there is a clear upward trend between indices ~17–67 (about 5 s) with an average rise of ~1.705 dB/s; an earlier drop reached a minimum of -138.0 dB.

Uplink modulation and scheduling exhibited several large changes. UL_MCS ranges from 6.0 to 18.0 with a mean of 11.3, including at least three notable jumps (the largest reaching 18.0). UL_NPRB varies from 5.0 to 62.5 PRBs with a mean of 14.5 and many abrupt shifts (the biggest spike up to 62.5). UL_SNR moves between 12.3 dB and 39.9 dB with a mean of 20.9 dB, including large uplifts (peaks near 39.9 dB and ~31.8 dB). UL_BLER ranges from 0.026 to 0.53 with a mean of 0.12 and includes spikes up to 0.53. PRBs_UL_Current sits between 0 and 6 with a mean of 0.7, and PRB_Utilization_UL between 0 and 5.7 with a mean of 0.66.

Downlink performance shows constrained MCS and elevated error bursts. DL_MCS spans 0 to 11 with a mean of 2.1 and experienced large drops (down to 0). DL_BLER ranges from 0.0054 to 0.96 with a mean of 0.51 and multiple pronounced jumps (peaks near 0.9). PRBs_DL_Current varies from 11.7 to 67.3 with a mean of 37.4 and frequent large jumps; PRB_Utilization_DL ranges 11.0 to 63.5 with a mean of 35.3 and similar volatility.

Traffic and buffer metrics indicate intermittent heavy uplink transfers and modest downlink volumes. TX_Bytes span 17,667 Bytes to 1,046,545 Bytes with a mean of 100,526 Bytes and include large bursts (notably a jump to ~1,046,545 Bytes). RX_Bytes range from 57 Bytes to 7,210 Bytes with a mean of 1,688.7 Bytes. The Estimated_UL_Buffer varies between 0.42 KB and 890 KB with a mean of 87.3 KB, reflecting periodic buildup of uplink backlog. UL_NumberOfPackets ranges 0 to 110 with a mean of 24.2, while DL_NumberOfPackets spans 1 to 754 with a mean of 129.5.

Protocol mix is heavily TCP-dominated: DL_Protocol is TCP for 95.31% of samples and UL_Protocol is TCP for 98.44% of samples (UDP negligible). Overall, the session shows variable radio conditions with moments of strong uplink SNR and resource allocation that drive bursts of TX traffic, while downlink MCS and BLER indicate constrained DL capacity and intermittent error episodes.

Which of the following was the user doing: streaming YouTube, watching Twitch, or downloading a file?

Select the user's condition, Zone A, B, C, or moving?

Zone localization is unclear due to mobility.

Did the user experience jamming or normal signal quality?

Was the user static or moving across locations?

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 128

The period length of PRB_Utilization_UL is 64

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 14959.776

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of PRB_Utilization_UL?

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 128

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 64

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 577.351

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 35.327

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 128

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.582

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 24.164

What is the average value of PRBs_UL_Current?

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.518

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 129.484

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 64

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The variance of TX_Bytes is 27847895654.622

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_DL_Current?

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 20389.26

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 440.622

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 64

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 495.083

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 87.301


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

Cell radio conditions show intermittent improvement but remain generally poor: RSRP rose sharply by 31.37 dB to a peak of -88.63 dB (observed between the noted intervals), with observed values ranging from -121.0 dB to -88.6 dB. The average RSRP is -117.1 dB. Uplink modulation (UL_MCS) fell sharply at one point down to 0, while its observed values span 0 to 18 and the mean is 13.8. Downlink MCS stayed narrow between 5.0 and 7.0 with a mean of 6.2.

Downlink error behavior was bursty: DL_BLER experienced multiple prominent spikes and drops, the largest spike reaching 0.6; DL_BLER values range from 0.018 to 0.58 and the mean is 0.2. Uplink BLER is lower and steadier, ranging from 0.021 to 0.17 with a mean of 0.086.

Uplink resource usage shows brief surges: UL_NPRB jumped to as high as 35.72 with an observed range of 5.4 to 37.2 and a mean of 16.6. UL SNR varied between 13.1 dB and 26.7 dB with a mean of 20.4 dB. Current UL PRBs peaked at 22.23 with an overall range of 0 to 22 and a mean of 1.6. UL PRB utilization followed the same pattern, peaking near 21.0%, ranging 0 to 21% and averaging 1.5%.

Downlink resource allocation showed larger and more frequent swings: PRBs_DL_Current moved between 14.8 and 67.3 (mean 52.1), and PRB_Utilization_DL ranged from 14.0% to 63.5% with a mean utilization of 49.1%; both metrics experienced multiple prominent drops and recoveries. These DL PRB dynamics align with the observed DL throughput and BLER variability.

Traffic volumes were uplink-heavy in bursts: TX_Bytes exhibited at least five major jumps and drops, with values between 89,628 Bytes and 445,114 Bytes and a mean of 320,425.6 Bytes. RX_Bytes ranged from 209 Bytes to 9,862 Bytes with a mean of 4,418 Bytes. The Estimated_UL_Buffer varied widely from 5.7 KB to 1,056.5 KB and averaged 222.4 KB, indicating intermittent uplink queuing. Packet counts reflect this burstiness: UL_NumberOfPackets ranged 1 to 132 (mean 60.9), while DL_NumberOfPackets ranged 4 to 840 (mean 221.0).

Protocol usage was dominated by TCP: DL_Protocol was TCP for 99.22% of timestamps, and UL_Protocol was TCP for 100% of timestamps. Overall, the trace shows episodic uplink resource spikes and significant downlink PRB/BLER volatility, with high uplink buffer occupancy during bursts and TCP-dominated traffic.

Identify the service in use: YouTube, Twitch, or File download.

This is a segment from a file download session.

What was the user's location status, static or mobile?

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Which condition applies, mobile or static?

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The variance of TX_Bytes is 13864306774.275

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_DL_Current?

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 25.6

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 128

What is the average value of PRB_Utilization_UL?

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 288.376

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 64

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 917.712

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 128

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 4.805

What is the average value of PRB_Utilization_DL?

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 25.6

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 221.023

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 128

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_UL_Current?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 60.859

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 16532.466

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 324.02

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 64

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 13330.873

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 4.277

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 222.401


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None None TCP

RSRP showed two brief uplifts—one peaking near -92.6 dB and another near -89.2 dB—while overall values ranged from -120.5 dB to -89.2 dB. The mean RSRP was -116.1 dB.

Uplink modulation and coding (UL_MCS) varied between 12.4 and 18.0 with a mean of 14.7. Downlink MCS (DL_MCS) stayed lower, between 5.0 and 7.0 with a mean of 5.9.

Downlink block error rate (DL_BLER) exhibited a short-term downward trend over ~5.2 s (indices 64–116) at about 0.017 per second, but also experienced spikes reaching roughly 0.49 and 0.54 during two events. DL_BLER ranged from 0.024 to 0.62 and averaged 0.18. Uplink BLER (UL_BLER) remained lower overall, ranging from 0.044 to 0.23 with a mean of 0.094.

UL_SNR rose sharply in one segment, peaking at 33.5 dB; overall UL_SNR spanned 16.0 dB to 33.5 dB with a mean of 20.8 dB.

Resource usage showed pronounced volatility. UL_NPRB varied between 5.1 and 27.4 with a mean of 14.3. DL radio resource blocks (PRBs_DL_Current) swung significantly—dropping to a low near 13.8 at one point and reaching up to 68.4; the range was 13.8 to 68.4 with a mean of 55.5. Corresponding PRB utilization on DL mirrored that behavior, ranging from 13.0% to 64.5% with a mean utilization of 52.3%. UL PRBs and UL PRB utilization stayed minimal, both ranging from 0 (floor) to about 3.1–3.3 and averaging ~1.2.

Traffic volumes were bursty. TX_Bytes experienced at least three large jumps/drops, the largest excursion dropping to about 96,030 Bytes; overall TX_Bytes ranged from 92,829 Bytes to 441,465 Bytes with a mean near 325,989 Bytes. RX_Bytes were much smaller, ranging from 304 Bytes to 6,786 Bytes with a mean of 3,949.8 Bytes. The estimated uplink buffer varied broadly between 2.2 KB and 440.6 KB and averaged 185.5 KB.

Packet counts reflected higher downlink activity: UL packet counts ranged from 2 to 95 with a mean of 49, while DL packet counts ranged from 0 to 540 with a mean of 208.3.

Protocol usage was dominated by TCP: DL traffic was TCP for 95.31% of timestamps and UL traffic was TCP for 100% of timestamps.

Which of the following was the user doing: streaming YouTube, watching Twitch, or downloading a file?

Was the user assigned to a fixed zone or in motion?

Choose the condition: jamming present or not?

Choose the condition: congestion or no congestion?

Was the user stationary or in motion during this window?

The variance of PRB_Utilization_UL is 0.442

What is the average value of PRB_Utilization_UL?

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 5378.953

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 214.262

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 190.692

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 12979.643

What is the average value of PRBs_DL_Current?

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 3.2

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 42.67

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRBs_UL_Current?

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 32

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 64

The variance of TX_Bytes is 8207422111.726

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.318

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 48.977

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 42.67

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 462.732

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.497

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 208.297

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 128

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 3.2

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 185.488

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.


TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP None TCP None None None TCP TCP TCP TCP TCP TCP TCP None TCP TCP None TCP None TCP TCP TCP TCP TCP None TCP None TCP TCP None TCP TCP TCP None TCP TCP TCP TCP TCP TCP None None TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP None None TCP None None None None None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

RSRP was consistently low, staying between -120.0 dB and -114.0 dB. The average RSRP over the session was -117.5 dB. UL SNR varied from 15.9 dB up to 27.4 dB, with a mean of 20.1 dB.

Uplink modulation and scheduling showed volatility: UL MCS ranged from 0 to 18 with a mean of 13.1; it experienced a pronounced drop to 0 between t≈60–84. UL NPRB (uplink allocated PRBs) spanned 5.1 to 54.8 with a mean of 19.5 and included a major spike from about 13 to 54.8 around t≈67–75. PRBs_UL_Current ranged from 0 to 42 with a mean of 2.7 and showed large spikes to ~42.5 and ~30.7 in the t≈65–75 window. Correspondingly, UL PRB utilization moved between 0 and 40 with a mean of 2.6 and mirrored those spikes.

Downlink radio conditions and use were relatively stable in modulation but saw bursts in utilization: DL MCS stayed narrow between 6.0 and 7.0 with a mean of 6.1. PRBs_DL_Current varied from 13.8 to 68.1 with a mean of 51.8 and experienced multiple jumps and drops, including a sharp dip to 13.8 around t≈5–8. DL PRB utilization ranged from 13.0 to 64.3 with a mean of 48.9 and followed similar large swings.

Error rates and retransmission indicators were notable. DL BLER moved between 0.044 and 0.86 with a session mean of 0.26 and exhibited at least three significant jumps, the largest rising to 0.9 around t≈85–107. UL BLER ranged from 0.014 to 0.17 with a mean of 0.081. These DL BLER spikes indicate intermittent downlink quality degradation despite modest DL MCS.

Traffic and buffering show heavy uplink volume and burstiness: TX_Bytes ranged from 89,628 Bytes to 440,168 Bytes with a mean of 306,399.8 Bytes and had multiple large jumps and dips (including a major drop to ~96,030 Bytes around t≈32–41). RX_Bytes was much lower, between 153 Bytes and 21,101 Bytes with a mean of 6,089.3 Bytes. The Estimated_UL_Buffer varied from 4.1 KB to 4,469.2 KB with a mean of 358.3 KB, reflecting episodic buffer buildup aligned with UL PRB and TX_Bytes spikes.

Packet counts reflected asymmetric load: UL NumberOfPackets ranged from 0 to 190 with a mean of 62.0, while DL NumberOfPackets ranged from 0 to 940 with a mean of 197.6. Protocol usage was dominated by TCP: DL was TCP for 81.25% of timestamps and UL was TCP for 99.22% of timestamps.

Overall, the trace shows weak RSRP but workable UL SNR, intermittent large uplink scheduling and buffer events with high TX volumes, frequent PRB/PRB-utilization swings on both links, and periodic downlink BLER spikes that could impact throughput despite stable DL MCS.

What application was active, YouTube, Twitch, or File download?

File download was the primary application used.

Select the user's condition, Zone A, B, C, or moving?

Zone localization is unclear due to mobility.

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Select the mobility status: moving or stationary?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 43696.419

What is the average value of PRBs_DL_Current?

The mean of DL_NumberOfPackets is 197.648

The period length of DL_NumberOfPackets is 32

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 353.785

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 62.016

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 64

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.862

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 29.831

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 64

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 64

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 64

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1014.094

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of PRBs_UL_Current?

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 64

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 397.513

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 26.548

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 25.6

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 193473.059

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The variance of TX_Bytes is 14359466442.736

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_UL?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 358.278


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP

RSRP gradually improved over the capture, with a clear upward trend between indices ~38–92 (about 5.4 s) at an average rate of +0.755 dB/s. RSRP values ranged from -116.0 dB to -108.0 dB. The mean RSRP was -112.3 dB.

Uplink MCS stayed relatively high and stable, ranging from 14.0 to 18.0 with a mean of 15.2. Downlink MCS was lower, between 6.0 and 7.0 with a mean of 6.4.

Downlink BLER exhibited an overall downward trend between indices ~53–105 (≈5.2 s) at about -0.123 per second, but included at least three significant spikes and drops — the largest spike rose by 0.6 to reach 0.67 between t≈39 and t≈65. DL_BLER ranged from 0.0028 to 0.67 and had a mean of 0.18. Uplink BLER ranged from 0.044 to 0.17 with a mean of 0.088.

Uplink NPRB experienced a sharp increase around t≈110–113, peaking at 76.41 after a jump of ~67.56. UL_NPRB values spanned 5.0 to 76.4 with a mean of 17.2. UL SNR was healthy, ranging from 16.7 dB to 27.0 dB and averaging 20.5 dB.

TX_Bytes showed multiple large jumps and drops (≥5 events); the biggest change was a drop of ~350,908 Bytes to a low of 92,829 Bytes between t≈105–115. TX_Bytes ranged from 92,829 Bytes to 448,763 Bytes with a mean of 340,696.4 Bytes. RX_Bytes were much smaller, ranging from 209 Bytes to 7,611 Bytes with a mean of 4,635 Bytes.

Estimated UL buffer occupancy varied widely, between 3.2 KB and 448.5 KB, and averaged 230.2 KB.

Downlink PRB usage was volatile with at least six notable jumps/drops; the largest increased by ~53.3 to reach 67.0 around t≈53–64. PRBs_DL_Current ranged from 12.7 to 68.1 with a mean of 54.3. PRBs_UL_Current stayed low, between 0 and 3.9 with a mean of 1.3. Corresponding DL PRB utilization mirrored the DL PRB count, ranging from 12.0% to 64.3% with a mean of 51.2% and showing the same large jump (~50.3 to 63.3). UL PRB utilization was minimal, between 0% and 3.6% with a mean of 1.2%.

Packet counts: uplink packets ranged from 4 to 118 per interval with a mean of 64.7, while downlink packets ranged from 0 to 650 with a mean of 226.7.

Traffic protocols were predominantly TCP: DL used TCP for 96.09% of timestamps (UDP negligible), and UL used TCP for 100% of timestamps.

From YouTube, Twitch, or File download, which was active?

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Can you classify the user as moving or still?

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The variance of PRB_Utilization_UL is 0.496

What is the average value of PRBs_UL_Current?

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 64.711

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.206

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.557

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 128

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 15038.128

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The variance of TX_Bytes is 14657909570.149

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 64

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 64

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 605.199

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 230.158

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_UL?

What is the average value of PRBs_DL_Current?

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 2

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 16

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 226.672

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 356.153

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 316.975

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 2

Describe the average trend of UL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does TX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does RX_Bytes exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 6263.669

Does DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 128

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of PRB_Utilization_DL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.


TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

TCP None TCP TCP TCP None TCP None None TCP TCP TCP None TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP None None TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP

RSRP remained consistently poor, varying between -121.0 dB and -114.0 dB. The average RSRP was -116.4 dB.

Uplink modulation and channel quality showed pronounced activity: UL_MCS ranged from 8.0 to 17.0 with a mean of 14.3 and experienced an early rise to 15.0. UL_SNR varied between 14.8 dB and 36.8 dB, averaging 20.8 dB, with large spikes up to 36.83 dB and a separate peak near 29.5 dB. Uplink resource allocation (UL_NPRB) was highly variable, spanning 5.0 to 71.1 PRBs with a mean of 17.6 and multiple large jumps (the largest reaching 71.1).

Downlink modulation and reliability were relatively constrained: DL_MCS stayed between 6.0 and 7.0 with a mean of 6.2. DL_BLER exhibited wide swings from 0.0092 to 0.97 with a mean of 0.36, including a mid-period rise to ~0.51 and a subsequent fall to ~0.11. Uplink BLER was more stable, ranging from 0.024 to 0.18 with a mean of 0.086.

PRB usage on the downlink was substantial and bursty: PRBs_DL_Current varied from 13.8 to 67.3 with an average of 46.6 and showed several jumps (the largest reaching ~67.0). Correspondingly, PRB_Utilization_DL ranged from 13.0% to 63.5% with a mean of 44.0% and mirrored those spikes. Uplink PRB counts and utilization remained very low, with PRBs_UL_Current between 0 and 5.9 (mean 1.5) and PRB_Utilization_UL between 0% and 5.6% (mean 1.4%).

Traffic and buffer metrics indicate heavy transmit activity with variability: TX_Bytes ranged from 90,845 Bytes to 445,194 Bytes and averaged 285,387.2 Bytes, including several prominent drops (the largest dip falling to ~92,829 Bytes). RX_Bytes was much lower, between 171 Bytes and 19,961 Bytes with a mean of 4,969.2 Bytes. Estimated_UL_Buffer spanned 1.4 KB to 1,092.0 KB and averaged 251.6 KB, suggesting intermittent uplink queuing. Packet counts reflected these patterns: UL_NumberOfPackets ranged from 0 to 170 with a mean of 56.4, while DL_NumberOfPackets ranged from 0 to 1,100 with a mean of 158.1.

Protocol use was overwhelmingly TCP: DL_Protocol was TCP for 92.97% of timestamps, and UL_Protocol was TCP for 99.22% of timestamps.

Which type of activity occurred, YouTube viewing, Twitch stream, or file transfer?

Select the user's condition, Zone A, B, C, or moving?

Zone localization is unclear due to mobility.

Was the user affected by jamming or was the link clean?

Identify the congestion status: normal or overloaded?

Can you classify the user as moving or still?

The variance of TX_Bytes is 18396847025.79

Does PRB_Utilization_UL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_UL is 128

The variance of PRB_Utilization_DL is 410.538

What is the average value of PRBs_UL_Current?

Describe the average trend of UL_NPRB. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

The period length of DL_NumberOfPackets is 2.72

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 1.116

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 1.254

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 56.359

Does PRBs_DL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_DL_Current is 128

What is the average value of PRB_Utilization_UL?

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 158.148

Describe the average trend of PRBs_UL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does Estimated_UL_Buffer exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of Estimated_UL_Buffer is 128

Does UL_SNR exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Does RSRP exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 461.281

What is the average value of PRBs_DL_Current?

Does UL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of UL_NumberOfPackets is 128

Does UL_NPRB exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 251.635

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 38174.685

The variance of RX_Bytes is 11866091.277

Describe the average trend of PRB_Utilization_UL. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_BLER. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1484.516

Does PRBs_UL_Current exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRBs_UL_Current is 128

Describe the average trend of PRBs_DL_Current. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 36576.742

Describe the average trend of DL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does DL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of RX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 43.957

Does UL_MCS exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of UL_SNR. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of RSRP. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does UL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

Describe the average trend of TX_Bytes. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of Estimated_UL_Buffer. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of DL_NumberOfPackets. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Describe the average trend of UL_MCS. If the series is decreasing, respond with -1. If it is increasing, respond with 1. If there is no strong trend, respond with 0.

Does PRB_Utilization_DL exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of PRB_Utilization_DL is 128