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

Received signal strength (RSRP) was consistently weak, ranging between -117.0 dB and -112.0 dB. The average RSRP was -114.9 dB. Uplink modulation and coding (UL_MCS) varied from 8.0 to 18.0 with a mean of 14.5, while downlink MCS (DL_MCS) stayed low between 6.0 and 7.0 with an average of 6.3. Downlink block error rate (DL_BLER) showed notable volatility, peaking at 0.86 (minimum 0.0099, maximum 0.86) and averaging 0.20; brief spikes were observed early and mid-session. Uplink BLER (UL_BLER) remained lower, between 0.0099 and 0.17 with a mean of 0.079.

Uplink SNR experienced a sharp early spike to about 45.28 dB and overall ranged from 16.1 dB to 45.3 dB, averaging 20.8 dB. Uplink resource usage (UL_NPRB) spanned 5.0 to 34.8 PRBs with a mean of 17.2. Current downlink PRBs fluctuated substantially, with values between 14.8 and 68.1 PRBs and a mean of 54.9; the downlink PRB utilization mirrored this behavior, ranging 14.0% to 64.3% with an average utilization of 51.8%. Uplink PRBs and utilization remained minimal: PRBs_UL_Current 0 to 5.6 (mean 1.5) and PRB_Utilization_UL 0 to 5.3 (mean 1.4).

Traffic patterns showed large uplink byte swings: TX_Bytes varied from 92,829 Bytes up to 448,763 Bytes (mean 341,433.4 Bytes), including several prominent jumps and a large drop to ~102,432 Bytes. Downlink throughput was much smaller, with RX_Bytes between 249 Bytes and 17,029 Bytes and a mean of 5,073.9 Bytes. The estimated uplink buffer ranged from 1.9 KB to 1,024.5 KB with an average of 255.4 KB. Packet counts reflected these trends: UL_NumberOfPackets 10 to 142 (mean 76.8) and DL_NumberOfPackets 0 to 1,100 (mean 227.8).

From a protocol perspective, TCP dominated both directions: DL_Protocol was TCP for 92.97% of timestamps and UL_Protocol was TCP for 100% of timestamps. Overall, the trace shows weak RSRP, episodic high UL SNR and intermittent DL BLER spikes, heavy uplink byte variability and moderate downlink resource saturation.

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

File download was the primary application used.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

There was no congestion-related degradation.

Can you classify the user as moving or still?

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.

The mean of PRB_Utilization_DL is 51.818

Does UL_BLER 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 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.

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 average value of PRB_Utilization_UL?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 458.856

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 PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.693

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 319.927

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_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

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 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 RSRP 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.

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

The variance of TX_Bytes is 13227363868.056

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 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 284.733

What is the average value of PRBs_UL_Current?

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 average value of PRBs_DL_Current?

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.

Does Estimated_UL_Buffer 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 0.779

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

The period length of DL_NumberOfPackets is 4.13

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 227.844

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 255.405

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 76.797

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_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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 19201.746

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 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_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.

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 UL_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 30207.645


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

RSRP trended upward early in the capture (indices ~0–102, ~10 s) at roughly +1.386 dB/s. RSRP ranged from -117.0 dB to -103.0 dB. The average RSRP was -109.8 dB.

Uplink modulation and link quality showed variability: UL_MCS fell sharply between t≈37 and t≈63, reaching a low around 9.05. UL_MCS ranged from 9.1 to 18.0 with a mean of 15.1. UL_SNR experienced a rapid spike early (t≈1–4) up to ~35.55 dB; UL_SNR ranged from 15.7 dB to 35.5 dB and averaged 20.7 dB. UL_BLER also showed a brief spike (t≈36–49) to about 0.24; UL_BLER ranged from 0.038 to 0.24 with a mean of 0.096. UL_NPRB usage varied between 5.0 and 34.3 PRBs, mean 16.2. PRBs_UL_Current ranged 0 to 4.8 with mean 1.3, and PRB_Utilization_UL ranged 0 to 4.6 with mean 1.2.

Downlink radio and error behavior was more volatile: DL_MCS stayed tight between 6.0 and 7.0 with mean 6.4. DL_BLER exhibited multiple large jumps and spikes (largest to ~0.88 around t≈56–78); DL_BLER ranged from 0.0021 to 0.88 and averaged 0.24. PRBs_DL_Current fluctuated substantially (several jumps/drops), ranging from 13.8 to 67.3 with a mean of 52.2. PRB_Utilization_DL mirrored that pattern, ranging from 13.0 to 63.5 and averaging 49.2.

Traffic and buffer metrics indicate heavy UL buffering and high transmit volumes at times: TX_Bytes showed at least five pronounced jumps/drops, with a notable dip to ~90,845 Bytes; TX_Bytes ranged from 90,845 Bytes to 448,843 Bytes and averaged 329,978.4 Bytes. RX_Bytes ranged from 46.0 Bytes to 12,125.0 Bytes with a mean of 4,523.2 Bytes. Estimated_UL_Buffer varied between 0 and 600 Kilobytes and averaged 228.0 Kilobytes. UL_NumberOfPackets ranged 0 to 130 with mean 55.9, while DL_NumberOfPackets ranged 0 to 1,300 with mean 236.2.

Protocol usage was strongly TCP-dominant: DL_Protocol was TCP for 84.38% of timestamps, and UL_Protocol was TCP for 98.44% of timestamps (UDP usage negligible).

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

Where was the user located: Zone A, B, C, or moving?

Was the environment jammed or interference-free?

This period was free of jamming activity.

Can you classify the user as moving or still?

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 UL_BLER 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.

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 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 PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.222

What is the average value of PRBs_DL_Current?

Does DL_BLER 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 UL_SNR 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 55.875

What is the average value of PRB_Utilization_UL?

What is the average value of PRBs_UL_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 64

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_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 64

Does TX_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 average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 227.952

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 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 0.612

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

The period length of DL_NumberOfPackets is 64

Does RSRP 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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 11987.67

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 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_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 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 686.283

The variance of TX_Bytes is 17263419150.986

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 72233.487

Does RX_Bytes 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_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 UL_MCS 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 variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 355.714

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 399.682

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 236.156

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 DL_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 0.688


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

Cell radio conditions show a notable RSRP degradation: RSRP fell to a minimum of -128.0 dB (it ranged between -128.0 dB and -97.0 dB). The mean RSRP was -100.4 dB. Uplink and downlink modulation and coding experienced declines: UL MCS reached a low of 5.58 (range 5.6 to 18.0) with a mean of 14.3, while DL MCS dropped to 2.8 (range 2.8 to 7.0) and averaged 6.9. Uplink SNR stayed relatively healthy, ranging from 17.3 dB to 29.4 dB with a mean of 20.0 dB.

Error and reliability metrics were generally low: DL BLER ranged from 0 to 0.12 with a mean of 0.012, and UL BLER ranged from 0.031 to 0.18 with a mean of 0.10. Resource allocation on uplink varied—UL NPRB spanned 2.0 to 37.1 PRBs with a mean of 18.1—while active uplink PRBs in use were low (PRBs_UL_Current 0 to 4.4, mean 1.6). Downlink PRB usage showed a strong swing: PRBs_DL_Current hit 0.0 at its minimum and 67 at its maximum, averaging 59.0. Correspondingly, DL PRB utilization ranged from 0% to 64% with a mean of 55.7%, whereas UL PRB utilization stayed between 0% and 4.1% with a mean of 1.5%.

Traffic volumes exhibited large uplink bursts and intermittent downlink: TX_Bytes varied from 0 Bytes up to 450,000 Bytes with a mean of 400,207.2 Bytes, and RX_Bytes ranged from 0 Bytes to 12,000 Bytes with a mean of 5,339.0 Bytes. The estimated uplink buffer spanned 0 KB to 590 KB and averaged 258.9 KB. Packet counts reflected asymmetric traffic: UL packet counts ranged from 0 to 160 with a mean of 72.2, while DL packet counts ranged from 202 to 656 with a mean of 307.4.

Protocol usage was predominantly TCP: downlink was TCP for 90.62% of timestamps, and uplink was TCP for 87.50% of timestamps. Overall, the dataset indicates periods of weak RSRP and low DL MCS impacting downlink capacity, while uplink SNR and buffer/PRB allocations suggest capacity was available on uplink despite occasional high TX bursts.

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

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.

What is the user mobility status: moving or not moving?

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 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 variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.572

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 258.894

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.

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 42.67

What is the average value of PRBs_UL_Current?

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.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 55.705

Does TX_Bytes 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 2460.327

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

The period length of DL_NumberOfPackets is 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 21.33

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 72.211

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.643

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_BLER 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 UL_MCS 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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1060.483

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 224.818

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

What is the average value of PRB_Utilization_UL?

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 average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 307.359

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.

The period length of PRBs_DL_Current is 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.

Does DL_MCS 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 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 21.33

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

What is the average value of PRBs_DL_Current?

The variance of TX_Bytes is 11846751477.322

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

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_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 252.606

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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 10478.07

Does RSRP 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.


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

Over the capture the downlink reference signal power weakened significantly: RSRP fell as much as 24.85 dB to a minimum near -134.85 dB. RSRP values ranged from -134.9 dB to -109.0 dB. The average RSRP was -114.9 dB. Uplink MCS experienced a notable drop to a low around 4.95; UL_MCS values spanned 5.0 to 16.0 with a mean of 14.1. Downlink MCS stayed low overall, ranging from 3.0 to 7.0 with a mean of 6.6.

Downlink BLER showed multiple large excursions, including a spike up to 0.3; DL_BLER ranged between 0.011 and 0.3 and averaged 0.075. Uplink BLER was between 0.031 and 0.17 with a mean of 0.087. Uplink SNR remained relatively healthy, ranging from 16.6 dB to 27.2 dB with a mean of 20.7 dB.

Uplink resource usage was bursty: UL_NPRB jumped to as high as 57.8 RBs (range 2.8–57.8) and averaged 17.1 RBs. Current downlink PRBs and DL PRB utilization also showed abrupt drops to zero during the trace; PRBs_DL_Current ranged from 0 to 67 with a mean of 55.1, and PRB_Utilization_DL ranged from 0 to 64 with a mean of 52.0. Uplink PRBs and UL utilization remained low, with PRBs_UL_Current between 0 and 5 (mean 1.4) and PRB_Utilization_UL between 0 and 4.7 (mean 1.3).

Traffic volumes were dominated by uplink bursts: TX_Bytes exhibited multiple sharp changes, falling to 0 Bytes at times and peaking at about 450,000 Bytes. TX_Bytes ranged from 0 to 450,000 Bytes and averaged 356,580 Bytes. Downlink throughput was much smaller, with RX_Bytes between 0 and 12,000 Bytes and a mean of 4,658.3 Bytes. The estimated uplink buffer varied from 1.0 KB to 581.1 KB, averaging 229.4 KB.

Packet counts reflected the asymmetry: UL_NumberOfPackets ranged from 0 to 150 packets with a mean of 54.9, while DL_NumberOfPackets ranged from 0 to 940 packets with a mean of 203.3. Transport-layer usage was overwhelmingly TCP: DL_Protocol was TCP for 85.94% of samples and UL_Protocol was TCP for 87.50% of samples.

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

File download was the primary application used.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Choose the condition: jamming present or not?

Was the network congested or operating normally?

Identify the user state: still or in motion?

The variance of TX_Bytes is 14909864881.787

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 300.965

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 0.686

The variance of Estimated_UL_Buffer is 9357.284

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_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 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

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

Does UL_BLER 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_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_UL?

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 54.891

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 51.967

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 variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 338.166

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.

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 30960.43

Does RSRP 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.

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 18.29

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 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 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 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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1061.641

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

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.

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 229.374

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 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.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 203.336

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

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

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.

Does DL_MCS 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 PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.61


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

RSRP weakened over a 5-second window (indices ~65–115) with an average decay of ~1.84 dB/s. RSRP values lie between -115.0 dBm and -106.0 dBm. The mean RSRP is -110.3 dBm.

Uplink modulation and coding showed moderate quality: UL_MCS ranged from 12.0 to 17.0 with a mean of 14.9. Downlink MCS was lower, ranging 6.0 to 7.0 with a mean of 6.7.

Downlink BLER experienced a pronounced spike, reaching 0.46 (from around t=20–43). DL_BLER overall spans 0.0013 to 0.46 and averages 0.066. Uplink BLER ranges from 0.013 to 0.19 with a mean of 0.087.

Uplink resource allocation saw a sharp allocation increase: UL_NPRB jumped to a maximum of 45.27 (spiking around t~77–82). UL_NPRB values are between 5.0 and 45.3 with a mean of 24.0. Uplink SNR briefly dipped to a low near 9.15 (around t~25–29); UL_SNR spans 9.2 to 28.0 and averages 20.2 dB.

Transmitted bytes showed two significant drops: a fall to about 92,829 Bytes (t~14–30) and a later drop to ~192,460 Bytes (t~40–48). TX_Bytes range is 92,829.0 to 448,763.0 Bytes and the mean is 400,836.3 Bytes. Received bytes vary between 80.0 and 21,086.0 Bytes with a mean of 7,299.4 Bytes.

Estimated uplink buffer occupancy ranges from 0 to 970.0 Kilobytes and averages 375.7 KB, indicating intermittent uplink queuing. Uplink packet counts range 0 to 170.0 packets with a mean of 81.8, while downlink packet counts briefly spiked to ~1,348 packets (t~73–76). DL_NumberOfPackets overall spans 0 to 1,348.0 and averages 254.5.

Downlink PRB usage showed multiple sharp changes, the largest dip to 13.8 PRBs (t~14–25). PRBs_DL_Current range is 13.8 to 69.7 with a mean of 61.8. PRBs_UL_Current ranges 0 to 5.3 with a mean of 1.8. Corresponding DL PRB utilization mirrors those swings, ranging 13.0 to 65.8 with a mean of 58.3; UL PRB utilization is 0 to 5 with a mean of 1.7.

Protocol mix was overwhelmingly TCP: DL_Protocol was TCP for 93.75% of samples and UL_Protocol was TCP for 98.44% of samples (UDP negligible).

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.

Choose the condition: jamming present or not?

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Which condition applies, mobile or static?

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 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 2.13

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 81.781

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.

The variance of PRB_Utilization_UL is 0.587

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 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 TX_Bytes 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.

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_UL?

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 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 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 variance of PRBs_UL_Current?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 131.986

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 959.243

Does UL_BLER 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 58.261

The variance of TX_Bytes is 6423910268.676

What is the average value of PRBs_DL_Current?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 117.467

Does DL_BLER exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 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 2.13

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 17964.168

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 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 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.

What is the average value of PRBs_UL_Current?

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

Does UL_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 41984.407

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 254.547

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 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 12.8

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 375.711

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

The period length of UL_NumberOfPackets is 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 DL_NumberOfPackets exhibit periodicity? If it does, return the dominant period length. Otherwise respond with 128.

The period length of DL_NumberOfPackets is 2.61

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_MCS 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.


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

RSRP weakened notably mid-record, falling by 9.55 dB to a minimum of -126.55 dB; across the trace RSRP ranged between -126.5 dB and -115.3 dB with a mean of -119.4 dB. Uplink MCS showed large variability: it peaked at 18 and dropped to 0, with an overall range of 0 to 18 and a mean of 13.0. Downlink MCS was stable, ranging from 6.0 to 7.0 with a mean of 6.4. Downlink BLER experienced sharp rises (peaks around 0.34 and 0.40), and overall ranged between 0.0088 and 0.41 with a mean of 0.14. Uplink BLER stayed lower but variable, ranging from 0.021 to 0.18 with a mean of 0.089.

Uplink resource usage was bursty: UL_NPRB showed many jumps with a maximum of 82.2 and a minimum of 5.4, mean 26.1. UL SNR remained healthy, ranging from 15.9 dB to 26.7 dB with a mean of 20.4 dB. TX_Bytes exhibited multiple large swings including a major drop to 92,829 Bytes; overall TX_Bytes ranged from 92,829 Bytes to 446,042 Bytes with a mean of 351,679 Bytes. RX_Bytes were much smaller, spanning 193 Bytes to 22,700 Bytes with a mean of 5,999.9 Bytes. Estimated UL buffer fluctuated between 80.3 KB and 10,714.7 KB with a mean of 587.9 KB.

Downlink radio resources also showed volatility: PRBs_DL_Current varied between 15.9 and 67.3 with a mean of 56.1 and experienced significant drops. PRBs_UL_Current spiked to about 53 and ranged from 0.05 to 53 with a mean of 3.1. DL PRB utilization ranged from 15.0% to 63.5% with a mean of 52.9% and saw notable drops; UL PRB utilization mirrored the UL PRB count, ranging from 0.047% to 50% with a mean of 3.0% after abrupt spikes. Packet counts were bursty: uplink packets ranged from 2 to 167 with a mean of 67.1, while downlink packets spiked to 1,561 and overall ranged from 0 to 1,561 with a mean of 207.8. From a protocol perspective the traffic was almost entirely TCP: DL traffic was TCP for 95.31% of timestamps and UL traffic was TCP for 100%.

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

File download was the primary application used.

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

The user changed zones during the session.

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

What is the user mobility status: moving or not moving?

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 TX_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 897500.582

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 1538.624

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 207.758

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 41.843

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.

The variance of RX_Bytes is 16535631.027

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 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 8

What is the average value of PRBs_DL_Current?

Does UL_NPRB 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 DL_BLER 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.

Does DL_MCS 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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 46678.138

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 Estimated_UL_Buffer 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 148.985

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

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

The period length of UL_NumberOfPackets is 8

Does UL_BLER 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 167.4

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

The period length of DL_NumberOfPackets is 4

The variance of TX_Bytes is 8173014477.11

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 47.013

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.916

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 PRBs_UL_Current?

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

Does UL_MCS 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.

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 8

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 average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 67.117

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.

What is the average value of PRB_Utilization_UL?

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 587.858


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

Overall the radio link shows periods of weak RSRP and variable uplink capacity. RSRP reached lows around -134.3 dB and highs near -108.0 dB. The mean RSRP is -116.6 dB, with notable drops (e.g., a 23.31 dB fall into the -134 dB region early in the trace and a smaller decline into about -121 dB later).

Uplink MCS fluctuated sharply with several large jumps and falls; it ranged from 0 to 17 with a mean of 10.9, including a pronounced collapse to 0. DL MCS stayed tighter, spanning 2.3 to 7.0 with a mean of 6.5 and a modest dip to ~2.3 during one interval.

Downlink BLER varied substantially between 0.012 and 0.83, mean 0.26, with both a reduction to ~0.07 and later a jump to ~0.54 observed. Uplink BLER remained lower overall, ranging from 0.014 to 0.23 with a mean of 0.082, though brief spikes occurred.

UL NPRB allocation was highly dynamic, between 1.9 and 64.8 PRBs with a mean of 22.5, including a rapid increase up to ~64.8 PRBs. UL SNR stayed relatively healthy, between 15.0 and 28.9 dB with a mean of 20.6 dB.

Throughput and buffer: uplink TX_Bytes varied from 0 to ~450,000 Bytes with a mean around 284,705 Bytes and multiple large spikes. Downlink RX_Bytes ranged 0 to ~22,000 Bytes with a mean of 5,958.6 Bytes. Estimated UL buffer ranged 0 to ~4,500 Kilobytes with a mean of 536.5 KB.

Resource utilization and packet activity: DL PRBs current swung from 0 to ~106 with a mean of 47.2 and showed several large spikes; UL PRBs current ranged 0 to 46 with a mean of 3.6. DL PRB utilization went from 0% to 100% with a mean of 44.5%, while UL PRB utilization ranged 0% to 43% with a mean of 3.4%. UL packet counts were between 0 and ~190 packets (mean 64.0). DL packet counts peaked at ~1,410 packets, with an overall range of 0 to ~1,410 and a mean of 217.6.

Protocol mix was dominated by TCP in both directions: downlink TCP for ~71.9% of timestamps and uplink TCP for ~80.5%; UDP usage was effectively absent.

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

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

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Is this a congested or uncongested session?

Can you classify the user as moving or still?

The mean of UL_NumberOfPackets is 63.969

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_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_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 66575.351

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_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_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 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

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

The period length of UL_NumberOfPackets 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.

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.

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 623.22

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 46.799

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

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

What is the average value of PRBs_DL_Current?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 536.53

Does UL_SNR 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 variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 52.581

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 44.487

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 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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 2411.07

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?

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

The variance of TX_Bytes is 27248659823.968

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 381516.788

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 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_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 DL_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.

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 554.662

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

The variance of RX_Bytes is 19346807.361

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_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.

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 217.555

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.


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 relatively low, varying between -119.0 dB and -112.0 dB. The average RSRP was -116.8 dB.

Uplink modulation showed a pronounced drop: UL_MCS fell to 0 (minimum) and reached a maximum of 18, with a mean of 14.1. Downlink modulation stayed narrow between 5.0 and 7.0 with a mean DL_MCS of 6.3.

DL_BLER exhibited a general downward trend over a multi-second interval and experienced multiple sharp excursions, including a major spike reaching 0.56. DL_BLER ranged from 0.018 to 0.56. The average DL_BLER was 0.15. UL_BLER ranged from 0.021 to 0.17 and averaged 0.095.

Uplink radio resources and signal quality were variable: UL_NPRB spanned 5.0 to 37.2 with a mean of 18.3, while UL_SNR ranged from 13.1 dB to 26.5 dB and averaged 20.5 dB.

Transmit traffic showed several large discontinuities, the biggest drop bringing TX_Bytes down to 92,829 Bytes from much higher values. TX_Bytes ranged between 92,829 Bytes and 445,114 Bytes, with a mean of 344,991.2 Bytes. Received bytes were much lower, between 209 Bytes and 12,423 Bytes, mean 5,015.1 Bytes. Estimated uplink buffer occupancy varied from 5.7 Kilobytes to 1,056.5 Kilobytes and averaged 259.8 Kilobytes.

Downlink PRB allocation and utilization were high and bursty: PRBs_DL_Current ranged from 14.8 to 67.3 with a mean of 55.6, and PRB_Utilization_DL ranged from 14.0% to 63.5% with a mean of 52.4%. Both metrics showed multiple abrupt jumps, the largest increases occurring early in the trace. Uplink PRBs and utilization were mostly idle but had short spikes: PRBs_UL_Current ranged from 0 to 22 (mean 1.7) and PRB_Utilization_UL ranged from 0% to 21% (mean 1.6%), including a notable spike to ~22 PRBs and ~21% utilization around the same interval.

Packet counts varied considerably: UL_NumberOfPackets between 1.0 and 133.0 (mean 64.9), DL_NumberOfPackets between 4.0 and 840.0 (mean 247.5).

All traffic used TCP for both downlink and uplink for 100% 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 jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

There was no congestion-related degradation.

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 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 average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.435

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 276.462

What is the average value of PRB_Utilization_UL?

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 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 RX_Bytes 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.

What is the average value of PRBs_DL_Current?

Does RSRP 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 18835.899

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.

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 64.891

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 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 UL_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 4.271

Does UL_MCS 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.

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 PRBs_UL_Current?

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 246.05

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

The period length of DL_NumberOfPackets is 42.67

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_SNR 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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 862.397

Does UL_NPRB 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.

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

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

The variance of TX_Bytes is 11291608084.851

Does DL_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 4.799

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

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 TX_Bytes 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 DL_BLER 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 10622.362

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 259.75

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_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.


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

RSRP moved from poor to slightly better levels during the trace: values ranged between -121.0 dB and -85.3 dB. The series includes a pronounced spike to about -85.3 dB early on and a deeper trough near -121.0 dB; the mean RSRP is -117.6 dB. Over a 5.3 s window (indices 26–79) RSRP showed a steady upward trend at roughly +0.769 dB/s.

Uplink MCS varied widely, spanning 0 to 19 with a mean of 13.1. It fell to 0 briefly (indices ~66–92) then recovered to around 19 (indices ~96–122). Downlink MCS was stable and low, between 6.0 and 7.0 with a mean of 6.4.

Downlink BLER fluctuated, ranging from 0.019 to 0.53 with a mean of 0.15. It exhibited several jumps and drops, and trended downward between indices 27–80 at about -0.036 per second. Uplink BLER stayed between 0.027 and 0.17, mean 0.087.

UL NPRB and PRB metrics show intermittent high uplink resource use. UL_NPRB ranged from 5.0 to 77.8 with a mean of 20.8 and experienced multiple large spikes (largest to 77.8). PRBs_UL_Current covered 0 to 42 (mean 2.8) and PRB_Utilization_UL also ranged 0 to 39 (mean 2.6), both showing a notable spike to ~41 and ~39 respectively around indices 67–79. Downlink PRB occupancy was generally high: PRBs_DL_Current ranged 14.8 to 68.1 with a mean of 55.9, and PRB_Utilization_DL ranged 14.0 to 64.3 with a mean of 52.8, though both had several sharp drops (largest drops around indices 77–86).

UL SNR remained healthy overall, between 11.7 dB and 30.1 dB, mean 20.7 dB. Estimated uplink buffer oscillated between 261.0 KB and 3481.9 KB, mean 1121.2 KB.

Traffic volumes were asymmetric and bursty: TX_Bytes varied from 96,030 Bytes to 448,763 Bytes with a mean of 345,506.2 Bytes and showed multiple large dips and spikes (largest dip to ~97,757 Bytes). RX_Bytes ranged 136.0 Bytes to 13,013.0 Bytes with a mean of 5,496.6 Bytes. Packet counts mirrored this: UL_NumberOfPackets between 0 and 140 (mean 69.0), DL_NumberOfPackets between 0 and 720 (mean 229.8).

Protocol mix was dominated by TCP: DL_Protocol was TCP for 91.41% of timestamps, and UL_Protocol was TCP for 93.75% (UDP effectively absent).

Overall, the trace shows intermittent uplink resource surges and traffic bursts with generally acceptable UL SNR, variable MCS (uplink more dynamic than downlink), elevated downlink PRB usage, and occasional increases in BLER that briefly affect link quality.

What traffic pattern does this segment match: YouTube, Twitch, or File download?

This segment matches file download traffic.

Where was the user located: Zone A, B, C, or moving?

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

From static or mobile, which best describes the user?

The user was mobile during this session.

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 RX_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 variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 32.9

What is the average value of UL_NumberOfPackets?

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.

The variance of TX_Bytes is 9743052248.611

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 52.768

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 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 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

Does UL_BLER 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.

Does RSRP 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 20447.539

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 229.758

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 198.397

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 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 TX_Bytes 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 36.966

Does DL_MCS 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.

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

Does UL_MCS 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 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

Does DL_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.

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 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.

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

The period length of DL_NumberOfPackets is 2.51

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

What is the average value of PRBs_DL_Current?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 120886.625

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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1252.819

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 222.919

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1121.188

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 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.


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 None 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

RSRP stayed consistently poor, ranging between -121.0 dB and -116.0 dB. Its average level was -119.1 dB. UL MCS behaved erratically with multiple large steps (notably rising to 18.0), spanning from 0 to 18 and averaging 9.9. DL MCS was stable and low, between 6.0 and 7.0 with a mean of 6.2.

Downlink BLER showed intermittent large increases (peaks around 0.50 and 0.21) and overall varied between 0.019 and 0.51; its mean BLER was 0.23. Uplink BLER remained lower and tighter, ranging from 0.018 to 0.17 with a mean of 0.074.

Uplink resource allocation and SNR exhibited bursts: UL NPRB climbed sharply to highs of about 88.8 and overall ranged from 5.0 to 88.8 with a mean of 20.2. UL SNR was relatively healthy, between 15.6 dB and 28.7 dB with an average of 20.5 dB.

Traffic volume on the uplink showed large transients; TX_Bytes swung widely (min 92,829 Bytes, max 445,114 Bytes) and averaged 321,937 Bytes, including a pronounced drop to ~106,334 Bytes. Downlink RX_Bytes were much smaller, ranging from 228 Bytes to 16,669 Bytes with a mean of 4,478.5 Bytes. The Estimated UL Buffer varied from 1.5 Kilobytes up to 6,137.7 Kilobytes with a mean of 290.6 Kilobytes, indicating intermittent uplink queuing.

Downlink PRB usage and utilization experienced several sharp moves: PRBs_DL_Current ranged from 13.8 to 67.3 with a mean of 52.8 and saw the largest dip to 13.8; PRB_Utilization_DL ranged from 13.0% to 63.5% with a mean of 49.8% and mirrored those drops. Uplink PRBs and utilization were bursty but generally low: PRBs_UL_Current spanned 0.05 to 80 with a mean of 3.5, and PRB_Utilization_UL ranged from 0.047% to 75% with a mean of 3.3%, including brief spikes to ~75%.

Packet counts were variable: UL_NumberOfPackets ranged from 1 to 197 with a mean of 61.4 packets; DL_NumberOfPackets ranged from 0 to 620 with a mean of 193.6 packets. Traffic was overwhelmingly TCP: DL protocol was TCP for 97.66% of timestamps, and UL protocol was TCP for 100% of timestamps.

Choose the user's activity: YouTube streaming, Twitch viewing, or downloading a file.

Was the user at a specific zone or moving?

The trace corresponds to cross-zone mobility.

Identify the scenario: jamming or no jamming?

Jamming was not present during this sample.

Identify the user state: still or in motion?

The variance of PRBs_DL_Current is 272.971

Does UL_BLER 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.

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 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.

Does UL_MCS 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 322462.973

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 11.64

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 49.847

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 60.108

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 2.51

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

What is the average value of PRBs_UL_Current?

What is the average value of PRBs_DL_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.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 53.497

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 193.594

Does UL_NPRB 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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 938.908

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_UL?

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 290.606

Does RSRP 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 11676.81

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

The period length of DL_NumberOfPackets is 11.64

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

The period length of PRB_Utilization_DL is 11.64

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 10984112953.086

Does DL_MCS 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.

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 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 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

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 242.943

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 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 average value of UL_NumberOfPackets?

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

The period length of UL_NumberOfPackets is 11.64