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

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

RSRP exhibited several abrupt moves including a pronounced rise early in the trace (peaking near -93 dB). The RSRP values ranged between -126.2 dB and -93.0 dB. The average RSRP over the period was -120.3 dB.

Uplink modulation (UL_MCS) showed a notable increase mid-trace, reaching 17.0. UL_MCS values spanned from 3.2 to 17.0, with a mean of 5.7. Downlink MCS (DL_MCS) stayed relatively constrained between 4.0 and 7.0, averaging 5.2.

Downlink BLER moved substantially at a few points (including drops to lows around 0.56 and 0.18); DL_BLER ranged from 0.038 to 0.87 and had a mean of 0.48. Uplink BLER displayed short spikes early and later in the trace (peaking near 0.55) and a sustained downward trend between indices ~64–117 (~5.3 s) at roughly 0.033 per second. UL_BLER ranged from 0.019 to 0.55 with a mean of 0.19.

The uplink resource block count (UL_NPRB) was highly variable with multiple large jumps (one jump reached about 78.9 RBs). UL_NPRB ranged from 5.0 to 78.9 RBs and averaged 24.3. UL SNR experienced a sharp dip in the early-mid segment down to about 7.6 dB; overall UL_SNR ranged from 7.6 dB to 27.6 dB with a mean of 20.4 dB.

Transmit bytes (TX_Bytes) showed several large changes including a substantial drop late in the capture; TX_Bytes ranged from 0 Bytes to ~440,000 Bytes and averaged 230,795.9 Bytes. Received bytes (RX_Bytes) were much smaller, ranging from 0 Bytes to ~14,000 Bytes with a mean of 4,167.2 Bytes. The Estimated_UL_Buffer varied between 80.0 KB and 2,156.9 KB, with a mean of 556.6 KB.

Downlink PRBs in use (PRBs_DL_Current) and DL PRB utilization both had multiple prominent changes, including a fall to the low teens; PRBs_DL_Current ranged from 0 to 67 with a mean of 42.9, while PRB_Utilization_DL ranged from 0% to 64% and averaged 40.4%. Uplink PRBs and UL utilization stayed low: PRBs_UL_Current ranged 0–22 (mean 3.2) and PRB_Utilization_UL ranged 0–21% (mean 3.0), with a brief spike to ~21% around t≈57–60.

Packet counts were modest: UL_NumberOfPackets ranged from 0 to 160 (mean 26.4) and DL_NumberOfPackets ranged from 0 to 810 (mean 85.8). Transport-layer usage was dominated by TCP: DL_Protocol was TCP for 71.88% of timestamps and UL_Protocol was TCP for 71.09%; UDP usage was effectively 0%.

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

This segment matches file download traffic.

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

Zone localization is unclear due to mobility.

Choose the condition: jamming present or not?

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 12.001

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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 18570.525

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 85.797

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.

The variance of UL_NumberOfPackets is 1072.492

Does RSRP 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 317.274

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 3.28

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 356.49

Does DL_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 DL_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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 13.484

What is the average value of PRB_Utilization_UL?

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 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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 26.391

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 556.577

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

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 40.437

Does TX_Bytes 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 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 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 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 25.6

The variance of TX_Bytes is 11655089622.041

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 100143.67

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 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.

The variance of RX_Bytes is 10118019.657

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_BLER 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 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.

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


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

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

RSRP improved briefly: between the indicated indices there is an upward trend over ~5.4 s with RSRP values ranging from -117.0 dB to -110.0 dB. The average RSRP is -113.9 dB. UL_SNR shows a sharp short spike early in the trace (rising by 11.77 dB to 30.29 dB) with overall UL_SNR spanning 16.9 dB to 30.3 dB and a mean of 20.5 dB.

Uplink modulation and link quality show variability: UL_MCS fell to a minimum of 11.0 and otherwise ranges up to 18.0, with a mean of 14.9. UL_BLER varies between 0.038 and 0.19 with a mean of 0.091. Downlink modulation is stable and low, DL_MCS ranges from 6.0 to 7.0 and averages 6.4. DL_BLER experiences notable spikes (one short rise to 0.24 and a larger event to 0.67); overall DL_BLER spans 0.0028 to 0.67 with a mean of 0.16.

Resource allocation and utilization show bursts and high DL loading: PRBs_DL_Current moves between 13.8 and 67.3 with a mean of 56.2 and exhibits several large jumps (largest to ~67.0). PRB_Utilization_DL ranges from 13.0% to 63.5% and averages 53.0%, also with multiple pronounced jumps. Uplink PRB usage and utilization remain very low: PRBs_UL_Current is 0 to 3.9 (mean 1.3) and PRB_Utilization_UL is 0 to 3.6% (mean 1.3%).

Traffic and buffer behavior indicate heavy transmit volume and intermittent drops: TX_Bytes fluctuate with at least four prominent jumps/drops, the largest fall reaching a low of 92,829 Bytes and overall TX_Bytes range from 92,829 Bytes to 448,763 Bytes with a mean of 354,675.5 Bytes. RX_Bytes are much smaller, ranging from 228 Bytes to 7,611 Bytes with a mean of 4,671.6 Bytes. The Estimated_UL_Buffer ranges from 3.2 KB to 471.3 KB with a mean of 233.4 KB. Packet counts mirror traffic asymmetry: UL_NumberOfPackets ranges 1.0–101.0 (mean 62.9), while DL_NumberOfPackets ranges 0–670 (mean 223.8).

Protocols are overwhelmingly TCP: DL traffic is TCP for 96.88% of timestamps, and UL traffic is TCP for 100.00% of timestamps.

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

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

Did the network suffer from jamming or operate interference-free?

The signal was clean with no jamming detected.

Was the network congested or operating normally?

Yes, there was movement during this session.

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

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.488

What is the average value of PRBs_UL_Current?

The variance of TX_Bytes is 12058522302.535

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_DL?

The mean of PRB_Utilization_DL is 53.012

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 5944.537

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 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 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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 62.945

What is the average value of PRB_Utilization_UL?

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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 233.369

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.

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.

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.

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 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 2.21

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 UL_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 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 250.808

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 223.844

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_NPRB 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 0.548

Does RX_Bytes 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.

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 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 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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 552.714

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 18828.889

Does DL_MCS 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.

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

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_DL_Current?

The variance of PRBs_DL_Current is 281.809


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

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

RSRP was consistently low, ranging between -118.0 dB and -112.0 dB. The average RSRP was -115.3 dB.

UL_SNR showed several abrupt changes, with values spanning 5.0 dB to 31.1 dB. The mean UL_SNR was 19.8 dB.

UL_MCS moved widely, with observed values from 0.32 to 19.0 and a mean of 13.5. It dropped to a low near 0.71 in one interval and later rose to about 19.0.

DL_MCS stayed relatively constrained between 1.9 and 7.0, averaging 6.3. It experienced a short dip to roughly 1.92 during one period.

DL_BLER was highly variable, ranging from 0.0062 to 0.51 with a mean of 0.16; the largest transient was a spike up to ~0.5 in one segment. UL_BLER ranged from 0.012 to 0.23 and averaged 0.089.

UL_NPRB fluctuated frequently between 6.8 and 106.0 PRBs with a mean of 29.3, including a large transient that peaked around 101.7.

PRBs_DL_Current ranged from 0 to 69 with a mean of 54.4 and showed multiple sharp drops (one to 0). PRB_Utilization_DL mirrored those swings, spanning 0% to 65% with a mean of 51.3. On the uplink, PRBs_UL_Current and PRB_Utilization_UL were mostly low: PRBs_UL_Current ranged 0–31 (mean 2.1) with a brief spike near 31.4, and PRB_Utilization_UL ranged 0%–30% (mean 2.0) with a corresponding short spike.

Estimated_UL_Buffer varied from 249.6 KB to 2651.0 KB and averaged 1188.0 KB.

Traffic volumes showed large uplink bursts: TX_Bytes ranged from 0 Bytes to 450,000 Bytes (approx.) with a mean around 334,322 Bytes and multiple large jumps/drops (including drops to 0). RX_Bytes ranged from 0 Bytes to ~18,000 Bytes with a mean of 6,546.8 Bytes. UL_NumberOfPackets spanned 0–140 (mean 78.1) while DL_NumberOfPackets spanned 0–1,100 (mean 219.9).

Protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 98.44% of timestamps; UL_Protocol was TCP for 96.88% of timestamps.

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.

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Can you classify the user as moving or still?

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 PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 8.318

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 1188.04

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_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 78.109

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

The period length of UL_NumberOfPackets is 32

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 21072.866

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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1386.208

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.

Does UL_SNR 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 219.875

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.

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

The period length of PRBs_DL_Current is 32

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

The variance of TX_Bytes is 15236765450.779

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 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 9.346

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

The period length of PRB_Utilization_DL 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

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.

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.

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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 346.958

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 51.329

Does RX_Bytes 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 variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 186684.347

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 389.843

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.

Does UL_MCS 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 25.6

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

What is the average value of PRB_Utilization_UL?


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

RSRP improved steadily early in the recording, rising between indices 1 and 61 (≈6.0 s) at about +1.624 dB/s; RSRP values span -115.0 dB to -103.0 dB. The average RSRP is -109.3 dB.

UL_SNR experienced a sharp drop around indices 106–111, falling to a minimum of 5.89 dB; UL_SNR values range from 5.9 dB to 27.7 dB. The mean UL_SNR is 20.4 dB.

UL_MCS showed notable declines, including a fall to ~9.05 and another to 11.0 during separate intervals; UL_MCS ranges from 9.1 to 18.0 and averages 14.6. DL_MCS is tightly clustered between 6.0 and 7.0 with a mean of 6.4.

DL_BLER moved downward between indices 62–118 (≈5.6 s) at about -0.039 per second but also exhibited several large transients, the largest spike reaching 0.88; DL_BLER ranges from 0.0021 to 0.88 and the mean is 0.23. UL_BLER had a transient spike up to 0.24; UL_BLER values range from 0.038 to 0.24 and the mean is 0.093.

UL resource usage varied: UL_NPRB spans 5.0 to 34.3 with a mean of 16.7, while PRBs_UL_Current ranges from 0 to 4.8 and averages 1.3. UL PRB utilization mirrors that low occupancy, ranging 0 to 4.6 with a mean of 1.3.

Downlink PRB demand and utilization showed larger variability and abrupt changes, including at least five prominent jumps/dips. PRBs_DL_Current ranges from 13.8 to 67.6 with a mean of 51.9. PRB_Utilization_DL ranges from 13.0 to 63.8 and the mean is 49.0; the largest observed dip reduced PRB allocation by ~52.5 to a low near 13.8.

Throughput and traffic buffers show bursts and drops: TX_Bytes experienced multiple large jumps/dips, with values between 90,845 Bytes and 448,843 Bytes and a mean of 327,543.3 Bytes. RX_Bytes range from 46 Bytes to 13,550 Bytes with a mean of 4,518.8 Bytes. Estimated_UL_Buffer spans 0 to 660 Kilobytes and averages 226.5 KB.

Packet counts vary widely: UL_NumberOfPackets ranges from 0 to 120 with a mean of 55.5; DL_NumberOfPackets ranges from 0 to 1,300 with a mean of 224.0.

Protocol usage is heavily TCP-dominated: DL traffic was TCP for 82.81% of timestamps, and UL traffic was TCP for 98.44% of timestamps; UDP usage was essentially 0%.

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

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.

Choose the condition: congestion or no congestion?

Yes, there was movement during this 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 64

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 354.175

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 55.477

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 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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 725.433

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 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 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 average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 224.031

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 RX_Bytes 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 32

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 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 66821.905

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 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 PRBs_DL_Current?

The variance of PRBs_DL_Current is 397.951

Does DL_MCS 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 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 Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 226.481

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 16848543052.27

What is the average value of PRBs_DL_Current?

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.

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 13713.112

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 32

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 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_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_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_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 PRB_Utilization_UL?

Does RSRP 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 0.607

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 average value of PRBs_UL_Current?

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 48.979

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.54

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


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

The dataset shows a generally weak downlink signal with RSRP between -117.0 dB and -110.0 dB; the average RSRP is -114.3 dB. Uplink radio conditions are moderate: UL_SNR ranges from 15.5 dB to 24.1 dB with a mean of 20.5 dB, and UL_MCS spans 13.0 to 18.0 with an average of 15.2. Downlink spectral efficiency is low, with DL_MCS between 6.0 and 7.0 and a mean of 6.5.

BLER behavior is notable: DL_BLER varies from 0.0046 to 0.87 and averages 0.19; it experienced a large spike to 0.87 early on, then fell to about 0.1, and shows a sustained downward trend over a multi-second window. UL_BLER stays lower and tighter, ranging 0.038 to 0.18 with a mean of 0.095.

Resource allocation and utilization show intermittent bursts. UL_NPRB fluctuates between 5.0 and 88.6 with a mean of 23.4 and exhibits sharp spikes to high PRB counts in two short intervals. PRBs_DL_Current ranges from 13.8 to 68.7 with a mean of 55.8 and experienced several abrupt drops—one large dip down to ~14.8. PRB_Utilization_DL mirrors that pattern, spanning 13.0 to 64.8 with a mean of 52.7 and showing large transient decreases; PRB_Utilization_UL is low, between 0 and 3.7 with a mean of 1.8. PRBs_UL_Current itself is minimal, 0 to 4 with a mean of 1.9.

Traffic and buffer metrics indicate heavy transmit volume with variability: TX_Bytes range from 89,628 Bytes to 448,843 Bytes and average 353,341.6 Bytes, with at least four pronounced jumps/drops (the largest drop down to ~89.6k). RX_Bytes are much smaller, between 272 Bytes and 15,654 Bytes with a mean of 7,896.4 Bytes. Estimated_UL_Buffer spans 34.0 KB to 891.6 KB and averages 423.3 KB, consistent with intermittent uplink queuing. Packet counts reflect asymmetric load: UL_NumberOfPackets ranges 2 to 186 with mean 91.5; DL_NumberOfPackets ranges 0 to 1,242 with mean 247.5 and shows a large burst reaching 1,242 packets in a short interval.

Protocol usage is dominated by TCP: DL traffic is TCP for 87.5% of timestamps, and UL is TCP for 100% of timestamps; UDP is effectively absent. Overall, the trace shows modest uplink radio quality, constrained downlink modulation and periodic large shifts in PRB allocation and traffic volume that correspond to BLER volatility and substantial TX throughput bursts.

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

This segment matches file download traffic.

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

What is the condition: jamming or normal operation?

Yes, there was movement during this session.

The variance of TX_Bytes is 15137734850.988

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 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

Does DL_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.

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.

The variance of RX_Bytes is 10421613.194

The variance of PRB_Utilization_UL is 0.781

Does TX_Bytes 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 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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 247.516

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 44554.519

Does RSRP 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 PRBs_DL_Current?

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 1827.006

Does UL_SNR 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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.877

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 304.196

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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 30077.349

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 91.461

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

The period length of DL_NumberOfPackets is 2.78

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 341.795

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 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 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_DL?

The mean of PRB_Utilization_DL is 52.658

Does DL_BLER 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 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_NPRB 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 PRB_Utilization_UL?

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_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 average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 423.271

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 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.


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

Overall the trace shows intermittent uplink improvements and variable downlink conditions with bursts of traffic and resource allocation swings. RSRP fluctuated within a weak range, spanning -127.1 dB to -113.0 dB. Its average level was -119.2 dB, with a notable increase of 10.22 dB peaking near -116.78 dB over one short interval. UL_SNR moved between 16.2 dB and 34.2 dB and averaged 20.7 dB; it exhibited a sharp spike of 15.73 dB to about 34.18 dB in one event. UL_MCS varied from 0.88 to 16 with a mean of 9.5 and experienced a large drop (about 12.97 MCS points) down to roughly 1.66 during one period. DL_MCS ranged from 1.1 to 7.0, averaging 5.6, and showed a decline to near 1.10 in a short window.

Link-layer error behavior was mixed: DL_BLER spanned 0.014 to 0.73 with a mean of 0.29 and exhibited multiple sharp jumps and falls, the largest jump reaching 0.7. UL_BLER stayed between 0.042 and 0.26, averaging 0.10. Resource allocation on UL showed large swings: UL_NPRB covered 1.1 to 36.8 with a mean of 16.0 and surged by about 24.09 to ~36.82 in one burst. PRBs_DL_Current ranged from 1.1 to 106.0 with a mean of 51.1 and experienced large allocation jumps (one to ~106). PRB_Utilization_DL varied from 1.0% to 100.0% with a mean of 48.2% and also had major jumps to full utilization; PRB_Utilization_UL stayed low, between 0% and 9.2% with a mean of 1.6%. PRBs_UL_Current was minimal overall, ranging 0 to 9.8 with a mean of 1.7.

Traffic volumes showed pronounced uplink and downlink dynamics. TX_Bytes ranged from 0 Bytes to 450,000 Bytes (mean ~283,478 Bytes) and had multiple large excursions, including a drop to about 108,834 Bytes in one interval. RX_Bytes was much smaller, between 0 Bytes and 8,700 Bytes with a mean of 3,438.1 Bytes. The Estimated_UL_Buffer varied between 4.2 Kilobytes and 676.9 Kilobytes and averaged 190.1 Kilobytes, indicating intermittent uplink backlog. Packet counts reflected the same pattern: UL_NumberOfPackets ranged 0–93 (mean 47.5) while DL_NumberOfPackets ranged 0–440 (mean 181.6).

Finally, transport protocol usage was overwhelmingly TCP: DL_Protocol was TCP for 96.09% of samples and UL_Protocol was TCP for 97.66% of samples; UDP presence was negligible.

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

Was the user static at Zone A, B, or C, or in motion?

Select the jamming state: present or absent?

The transmission was unaffected by jamming.

Was the user stationary or in motion during this window?

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 12083.923

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_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_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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 181.617

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_BLER 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 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 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 2.111

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 15220.916

Does DL_MCS 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.

Does RSRP 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 2.56

Does UL_MCS 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 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 284.755

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 2.56

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

The variance of TX_Bytes is 14590316671.932

Does PRB_Utilization_DL 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.

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 319.951

What is the average value of UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 47.539

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_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 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_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 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?

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_BLER 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.

What is the variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 849.589

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 48.164

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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.372

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 190.107

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

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

RSRP steadily weakens over a 5.7 s interval (indices ~26–83) with an average decline of about 1.964 dB/s. RSRP ranged between -119.0 dB and -103.0 dB. The mean RSRP was -112.1 dB.

Uplink MCS showed several abrupt changes, including a major jump up to 17.0; UL_MCS ranged from 0 to 17 and averaged 11.7. Downlink MCS remained flat at 2.0. Downlink BLER experienced multiple sharp swings, with values spanning 0.095 to 0.96 and a mean of 0.56. Uplink BLER ranged from 0.013 to 0.17 and had a mean of 0.071.

UL resource allocation was bursty: UL_NPRB exhibited many spikes (peak 87.5), with values between 5.0 and 87.5 and a mean of 15.1. PRBs allocated on DL also fluctuated frequently, dipping to a low of 11.9 and rising to 67.3; the mean PRBs_DL_Current was 39.3. PRBs_UL_Current stayed low overall, between 0 and 13 with a mean of 1.1.

PRB utilization mirrored these patterns on DL, ranging from 11.3% to 63.5% with a mean of 37.1%, while UL utilization remained minimal (0 to 12, mean 1.0).

UL SNR showed large transient swings — a spike to about 31.8 dB and a drop to about 8.5 dB — with an overall range of 8.5 dB to 31.8 dB and a mean of 20.5 dB.

Traffic volumes were asymmetric: TX_Bytes ranged from 33,437 Bytes to 140,707 Bytes with a mean of 84,198 Bytes; RX_Bytes ranged from 57 Bytes to 4,107 Bytes with a mean of 1,959.1 Bytes. The estimated uplink buffer varied between 0.42 Kilobytes and 560.0 Kilobytes with a mean of 94.6 Kilobytes.

Packet counts reflected this load: UL_NumberOfPackets ranged 0–56 (mean 22.2) and DL_NumberOfPackets ranged 0–670 (mean 52.5).

From a protocol perspective, TCP dominated both directions: DL used TCP for 80.47% of timestamps and UL used TCP for 98.44%; UDP usage was effectively absent.

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

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

The user changed zones during the session.

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Choose the condition: congestion or no congestion?

Which condition applies, mobile or static?

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.

The variance of UL_NumberOfPackets is 216.521

The variance of TX_Bytes is 2284770765.794

The mean of PRB_Utilization_DL is 37.092

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 2.064

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 7029.195

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.

What is the average value of PRBs_DL_Current?

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 507.96

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.

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.

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 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 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 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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 22.172

Does UL_BLER 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.

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 2.319

What is the average value of PRBs_UL_Current?

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 5212.433

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 128

Does RSRP 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 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 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 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.

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 DL_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.

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

The period length of DL_NumberOfPackets is 25.6

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 14.22

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 452.082

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_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 94.572

What is the average value of DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 52.453

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

The radio link shows intermittent improvements but generally weak downlink signal strength: RSRP rose in two noticeable steps (peaking near −105.9 dB around one interval and near −90.1 dB in another). RSRP ranged between −123.9 dB and −90.1 dB. The mean RSRP was −118.7 dB.

Uplink modulation and link quality: UL_MCS varied between 10.0 and 17.0 with a mean of 13.5; it dipped to the lower end early in the trace. UL_SNR ranged from 12.7 dB to 27.2 dB with a mean of 20.7 dB, indicating generally usable uplink SINR. DL_MCS was fixed at 6.0.

Error performance: DL_BLER spiked up to 0.43 and otherwise lay as low as 0.055; DL_BLER ranged from 0.055 to 0.43 with a mean of 0.22. UL_BLER ranged from 0.033 to 0.19 with a mean of 0.10.

Resource usage and scheduling: UL_NPRB showed a large transient increase, reaching about 50.1 and ranged between 5.4 and 50.1 with a mean of 14.8. PRBs allocated on downlink (PRBs_DL_Current) varied substantially, ranging from 15.9 to 67.3 with a mean of 53.3; the largest drop reached the teens. PRBs_UL_Current stayed low, between 0.05 and 6.5 with a mean of 1.2. Downlink PRB utilization mirrored PRB allocations, ranging from 15.0% to 63.5% with a mean of 50.3%; uplink PRB utilization was minimal, between 0.047% and 6.1% with a mean of 1.2%.

Throughput and buffers: Uplink transmit bytes (TX_Bytes) exhibited multiple large jumps and drops, spanning 92,829 Bytes to 390,506 Bytes with a mean of 312,615.1 Bytes; the largest observed drop fell to ~92.8k Bytes. Received bytes (RX_Bytes) were much smaller, ranging from 668 Bytes to 18,139 Bytes with a mean of 4,261.3 Bytes. Estimated uplink buffer depth varied from 21.8 KB to 1,171.1 KB with a mean of 210.7 KB, reflecting intermittent uplink queue buildup.

Traffic counts and protocols: UL packet counts ranged from 0 to 94 packets with a mean of 45.6. DL packet count experienced a burst up to about 1,186 packets and overall ranged from 0 to 1,186 with a mean of 204.2. Transport protocols were predominantly TCP: DL used TCP for ~72.7% of timestamps, and UL used TCP for ~99.2%; UDP usage was negligible.

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

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

Was the environment jammed or interference-free?

This period was free of jamming activity.

There was no congestion-related degradation.

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.768

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 31702.157

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 32

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_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 DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 63604.61

Does TX_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.

Does UL_NPRB 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 4.92

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 210.706

The variance of TX_Bytes is 6499619892.541

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 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_SNR 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 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 RSRP 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 204.188

What is the variance of PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 150.897

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

The period length of DL_NumberOfPackets is 4.74

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 42.67

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 45.625

Does UL_BLER 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 32

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.

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

The period length of PRB_Utilization_UL is 4.92

What is the variance of PRBs_DL_Current?

The variance of PRBs_DL_Current is 169.548

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 RX_Bytes 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 variance of UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 599.433

What is the variance of PRBs_UL_Current?

The variance of PRBs_UL_Current is 0.863

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.273

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.

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 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 PRBs_DL_Current?


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

RSRP improved briefly mid-trace, rising by about 31 dB to a peak near -88.6 dB between t≈20–38. Overall RSRP ranged from -125.0 dB to -88.6 dB. The average RSRP was −117.2 dB.

Uplink MCS showed multiple abrupt changes, including a large fall to 0 between t≈109–127. UL MCS ranged from 0 to 18 with a mean of 10.8. Downlink MCS stayed narrow, ranging 5.0–7.0 with a mean of 5.8.

Downlink BLER experienced a notable downward trend across indices ~30–83 (≈5.3 s), declining on average ~0.075 per second, but also exhibited spikes (largest to ~0.6 early in the trace). DL BLER ranged from 0.038 to 0.58 and averaged 0.21. UL BLER ranged from 0.021 to 0.17 with a mean of 0.076.

Uplink PRB allocation jumped sharply at two points (peaks near 39–42 PRBs). UL NPRB ranged from 5.5 to 48.3 with a mean of 19.2. PRBs in use on uplink ranged 0–32 with a mean of 3.2. Downlink PRBs showed multiple large drops (largest down to ~12.7); PRBs_DL_Current ranged 12.7–66.5 and averaged 53.2.

UL SNR remained healthy and stable, ranging 15.1–27.0 dB with a mean of 20.5 dB.

Transmit traffic was bursty with several large jumps/dips; the biggest drop reduced TX_Bytes to ~97,822 Bytes. TX_Bytes ranged from 82,750 to 452,412 Bytes and averaged 304,175.7 Bytes. Receive throughput was much lower, with RX_Bytes spanning 362 to 11,180 Bytes and a mean of 4,491 Bytes. The Estimated UL buffer varied from 10.2 to 1,219.4 Kilobytes and averaged 246.1 KB.

PRB utilization mirrored PRB counts: DL utilization ranged 12.0–62.8% with a mean of 50.2% and showed several pronounced swings (largest drop to ~12.0%). UL utilization ranged 0–31% and averaged 3.0%, with a few spikes up to ~30%.

Packet counts were variable: UL packets ranged 1–132 with mean 57.4, DL packets ranged 0–630 with mean 189.4.

Protocol usage was overwhelmingly TCP: DL traffic was TCP for 96.88% of timestamps, and UL was TCP for 100% of timestamps.

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

Was jamming detected, or was the signal unaffected?

No jamming occurred in this time window.

Was the network under heavy load or performing well?

Traffic flowed normally during this period.

Identify the user state: still or in motion?

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 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 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 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.

Does TX_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 954.574

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

The variance of PRBs_DL_Current is 285.539

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 189.438

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_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.

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 PRBs_UL_Current?

The variance of PRBs_UL_Current is 25.844

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 246.127

Does Estimated_UL_Buffer 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 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 variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 14618.626

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_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_DL?

The mean of PRB_Utilization_DL is 50.161

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 57.406

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?

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 23.001

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 Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 32860.792

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

The period length of DL_NumberOfPackets is 6.1

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 PRB_Utilization_DL?

The variance of PRB_Utilization_DL is 254.128

The variance of TX_Bytes is 9899190498.371


TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP TCP 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 cell experienced a notable RSRP improvement mid-trace, peaking at −92.55 dB (a spike of +27.45 dB) between t≈76–95. RSRP ranged from −121.0 dB to −92.5 dB. The average RSRP was −117.4 dB.

Uplink modulation (UL_MCS) varied between 13.0 and 18.0 with a mean of 14.5, while downlink modulation (DL_MCS) stayed lower, between 5.0 and 7.0 with a mean of 5.6. DL BLER showed two sharp deterioration events: one rising to 0.67 between t≈20–43 and another to 0.49 between t≈105–127. DL BLER ranged from 0.046 to 0.67 and averaged 0.21. UL BLER remained much lower, between 0.044 and 0.15 with a mean of 0.088.

UL SNR had a strong positive excursion, spiking to 33.46 dB (increase of 15.47 dB) around t≈17–25. Measured UL_SNR values spanned 16.2 dB to 33.5 dB and averaged 20.6 dB.

Uplink resource assignment varied: UL_NPRB ranged from 5.0 to 27.4 with a mean of 14.1, and PRBs_UL_Current were low, between 0 and 3.4 with a mean of 1.2. Downlink resources showed larger swings: PRBs_DL_Current ranged from 13.8 to 67.3 with a mean of 53.9, and PRB_Utilization_DL ranged from 13.0% to 63.5% with a mean of 50.8%. Uplink PRB utilization stayed minimal, between 0% and 3.2% with a mean of 1.1%.

Traffic and buffer behavior showed several sharp changes. TX_Bytes exhibited at least three prominent jumps/drops, the largest drop falling to 92,829 Bytes (a decrease of 297,741 Bytes) around t≈99–113. TX_Bytes ranged from 81,693 Bytes to 436,519 Bytes and averaged 304,612.3 Bytes. RX_Bytes ranged from 484 Bytes to 6,786 Bytes with a mean of 3,835.8 Bytes. The Estimated_UL_Buffer fluctuated between 7.6 KB and 440.6 KB with a mean of 177.9 KB.

Packet counts: UL_NumberOfPackets ranged from 5 to 134 with a mean of 52, and DL_NumberOfPackets ranged from 4 to 543 with a mean of 219.8. Both uplink and downlink traffic were exclusively TCP during the observation period (100% TCP, 0% UDP).

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

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

Identify the congestion status: normal or overloaded?

Which condition applies, mobile or static?

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 2.56

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 DL_NumberOfPackets?

The mean of DL_NumberOfPackets is 219.844

Does UL_SNR 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.

The variance of PRB_Utilization_DL is 224.462

The period length of DL_NumberOfPackets is 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 42.67

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.

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

The period length of UL_NumberOfPackets is 32

Does TX_Bytes 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

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 average value of PRBs_DL_Current?

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.

Does RSRP 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 0.496

What is the variance of Estimated_UL_Buffer?

The variance of Estimated_UL_Buffer is 5229.814

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_DL_Current?

The variance of PRBs_DL_Current is 252.206

Does RX_Bytes 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 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 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.

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 UL_NumberOfPackets?

The mean of UL_NumberOfPackets is 52.039

What is the variance of DL_NumberOfPackets?

The variance of DL_NumberOfPackets is 12913.314

What is the variance of PRB_Utilization_UL?

The variance of PRB_Utilization_UL is 0.441

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 2.56

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 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 UL_NumberOfPackets?

The variance of UL_NumberOfPackets is 591.786

What is the average value of PRBs_UL_Current?

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

The variance of TX_Bytes is 8856776419.962

What is the average value of Estimated_UL_Buffer?

The mean of Estimated_UL_Buffer is 177.93

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.

What is the average value of PRB_Utilization_DL?

The mean of PRB_Utilization_DL is 50.815

What is the average value of PRB_Utilization_UL?