This repository contains two anonymized, freely usable datasets of transmission data acquired in the mobile network of three operators in the Czech Republic. The measurements were obtained in a car while driving in the city and the countryside. The data structure is described in the following chapter. The data is licensed under the CC BY-NC-SA 4.0 licence.
Measurement device: F-Tester® 4drive-box v2 (https://f-tester.fel.cvut.cz)
- Date of data acquisition: 2023-09-06
- Time of data acquisition: 09:48:32 CET
- Length of record: 1800 s
- Data file format: JSON
- Date of data acquisition: 2023-09-06
- Time of data acquisition: 14:14:05 CET
- Length of record: 1800 s
- Data file format: JSON
.
└── data
├── mobile_measurement-data_Jeseniky.zip
│ ├── Operator1_Czechia_Jeseniky.json
│ ├── Operator2_Czechia_Jeseniky.json
│ └── Operator3_Czechia_Jeseniky.json
└── mobile_measurement-data_Prague.zip
├── Operator1_Czechia_Prague.json
├── Operator2_Czechia_Prague.json
└── Operator3_Czechia_Prague.jsona156a15a626cc0441d87be8ebe76c9c6 mobile_measurement-data_Jeseniky.zip
c1b3753bbe205dbeabcd278fe41ccd75 mobile_measurement-data_Prague.zip
319b97c6d3365043f9d38d0e839d7635 01_Prague/Operator1_Czechia_Prague.json
b19f243bd3e71670ba83327855437ff1 01_Prague/Operator2_Czechia_Prague.json
4e89966ab6a02a6e115ad93e6cce41cc 01_Prague/Operator3_Czechia_Prague.json
869cabca0a5bb446c4edb5ed2eb6d58e 02_Jeseniky/Operator1_Czechia_Jeseniky.json
dc1824d3469668918b191f89bf8ae93d 02_Jeseniky/Operator2_Czechia_Jeseniky.json
8dbad2b86d7ac722c37392e272b9208b 02_Jeseniky/Operator3_Czechia_Jeseniky.jsonAll variables that could identify a real mobile operator are anonymized in the data file. The names of the operators are selected: Operator1, Operator2, and Operator3.
List of anonymized items:
- mnc
- cell_id
- ltrac
- tac
- channel
- earfcn
- rx_channel
- netname
- imsi
- nr_channel
- nr_ul_channel
- ipv4-address
version 1.0.1 (this document)
NOTEs:
- Duplicity in Mobile network info is by design. Statistics are collected via several methods (AT commands, QMI infrastructure).
- Not all data structures are presents
- depend on available statistics
- depend on available network mode/types
- Multiple timestamp source / formats available
- human readable
- unix timestamp
- telemetry timestamps (lower sample rate)
{
"info": {}, Info section
"data": {} Data section
}{
"info": {
"version": "1.0.0" JSON version specification
"layer": 4 RM ISO/OSI Layer specification
}, "data": {
"1_U_1": { data record key - TestID_Direction_TimeStamp
"key": "1_U_1" data record key - TestID_Direction_TimeStamp
"timestamp": 2, relative time stamp
"unix_timestamp": 1676358085, unix time stamp
"direction": "upstream", traffic flow direction
"test_id": 3, test id
"ts": 1676358083, telemetry timestamp (if telemetry [mobile, system, gps] present)GPS data (When GPS stats are collected)
"gps_age": 1, time since last location update "gps_HDOP": 0.7, horizontal accuracy "gps_VDOP": 1.2, vertical accuracy "gps_PDOP": 1.4, 3D accuracy "gps_satellites": 9, number of satelites "gps_course": 121.9, course [deg] "gps_elevation": 263.2, elevation "gps_latitude": 50.015739, latitude "gps_longitude": 14.525863, longitude "gps_speed": 123.2, speed [km/h]System data (When system stats are collected)
"load_1m": 1.21, system load (1 minute average) "load_5m": 1.52, system load (5 minutes average) "load_15m": 1.64, system load (15 minutes average) "mem_total": 4115771392, total memory system memory "mem_free": 3975598080, free memory available "mem_swap_total": 0, available swap space "mem_swap_free": 0, free swap spaceMobile network information (When Mobile network stats are collected)
Modem and Network information
"dev_manufacturer": "Telit", manufacturer "dev_model": "FN980", device model "dev_revision": "M0H.020202", FW revision "dev_imei": "359661102005457", IMEI - International Mobile Equipment Identity "dev_temp_pa_therm1": -999, modem temperature (1) (optional) "dev_temp_tsens4": -999, modem temperature (4) (optional) "dev_temp_tsens5": -999, modem temperature (5) (optional) "status": "connected", network status "l3_state": { network layer state L3 "uptime": 1737, time since mobile network connection was established "device": "wwan0", system device name "ipv4address": [ IPv4 addresses - multiple addresses possible { "address": "10.226.224.52", "mask": 29 } ], "ipv6address": [] IPv6 addresses - multiple addresses possible }, "net_provider": "Vodafone CZ", network provide name "net_registration": "registered", network registration status "sim_status": "ready", SIM status "sim_imsi": "230030159802559", SIM IMSI - International Mobile Subscriber IdentityModem information - signal
General signal information
Summary information about mobile network connection.
"sig_type": "LTE", Connected network mode "sig_mimo": { MIMO allocation "mimo_lte": "1x1 SISO", LTE channels configuration "mimo_5gnr": "none" 5G channels configuration }, "sig_rsrq": -12, RSRQ - Reference Signal Received Quality [dB] "sig_rsrp": -87, RSRP - Reference Signal Received Power [dBm] "sig_snr": 11.6, SNR - Signal to Noise Ratio [dB] "sig_rssi": -57, RSSI - Received Signal Strength Indicator [dBm] "sig_band_class": "eutran-3", Band Class "sig_channel": 1849, Channel "net_cell_id": "695297", Cell ID "net_mcc": 230, MCC - Mobile Country Codes "net_mnc": 3, MNC - Mobile Network Code "net_ltrac": 38500, Location Area Code/Tracking Area Code (LAC/TAC)Detailed mobile technology information
The following section may contain the information depending on the mobile network technology used - sig_type.
Detailed LTE information
"lte": [ LTE info { "tac": "9664", TAC - Tracking Area Code "pwr": -56, PWR - TX Power [dBm] "drx": 640, DRX - Discontinuous Reception "id": "00A9C01", ID "earfcn": 1849, E-UTRA Absolute Radio Frequency Channel Number "netname": "Vodafone CZ", Network Name "rsrq": -12, RSRQ - Reference Signal Received Quality [dB] "rsrp": -89 RSRP - Reference Signal Received Power [dBm] } ],Detailed 5G_SA information
"_5g_sa": [ 5G SA Info { "tac": "9664", TAC - Tracking Area Code "pwr": -56, PWR - TX Power [dBm] "drx": 640, DRX - Discontinuous Reception "id": "00A9C01", ID "earfcn": 1849, E-UTRA Absolute Radio Frequency Channel Number "netname": "Vodafone CZ", Network Name "rsrq": -12, RSRQ - Reference Signal Received Quality [dB] "rsrp": -89 RSRP - Reference Signal Received Power [dBm] } ],Detailed 5G_NSA information
"_5g_nsa": [ 5G NSA Info { "tac": "94CF", TAC - Tracking Area Code "pwr": -63, PWR - TX Power [dBm] "drx": 640, DRX - Discontinuous Reception "id": "002FD04", ID "earfcn": 1849, E-UTRA Absolute Radio Frequency Channel Number "netname": "Vodafone CZ", Network Name "rsrq": -14, RSRQ - Reference Signal Received Quality [dB] "nr_band": 28, Band "nr_bandwidth": 10, Bandwidth "nr_channel": 156030, Channel "nr_dl_mod": "BPSK", Downlink modulation "nr_pci": 307, PCI "nr_rsrp": -101, RSRP - Reference Signal Received Power [dBm] "nr_rsrq": -20, RSRQ - Reference Signal Received Quality [dB] "nr_sinr": 12, SINR - Signal to Interference plus Noise Ratio [dB] "nr_rssi": -79, RSSI - Received Signal Strength Indicator [dBm] "nr_state": "connected", Status "nr_txpwr": 0, TX Power [dBm] "nr_ul_bandwidth": 10, UpLink Bandwidth "nr_ul_channel": 145030, UpLink Channel "nr_ul_mod": "BPSK", UpLink Modulation "rsrp": -101 RSRP - Reference Signal Received Power [dBm] } ],LTE Carrier Aggregation details
The number of items depends on a number of activated LTE carriers.
"lte_ca": [ LTE CA Info { "lte_ca_index": 1, CA Index "lte_ca_downlink_modulation": "BPSK", DownLink Modulation "lte_ca_uplink_modulation": "BPSK", UpLink Modulation "lte_ca_rx_channel": 1849, RX Channel "lte_ca_tx_power": 0, TX Power [dBm] (Primary CA only) "lte_ca_band_class": "3", Band Class "lte_ca_dl_bw": 20, Downlink Bandwidth "lte_ca_pci": 32, PCI - Physical Cell Identity "lte_ca_rsrp": -89, RSRP - Reference Signal Received Power [dBm] "lte_ca_rsrq": -12, RSRQ - Reference Signal Received Quality [dB] "lte_ca_rssi": -56, RSSI - Received Signal Strength Indication [dBm] "lte_ca_sinr": 9, SINR - Signal to Interference plus Noise Ratio [dB] "lte_ca_tac": "9664", TAC - Tracking Area Code "lte_ca_state": "active" CA State }, { "lte_ca_index": 2, "lte_ca_downlink_modulation": "BPSK", "lte_ca_uplink_modulation": "BPSK", "lte_ca_rx_channel": 0, "lte_ca_band_class": "unknown", "lte_ca_dl_bw": 1.4, "lte_ca_pci": 0, "lte_ca_rsrp": 0, "lte_ca_rsrq": 0, "lte_ca_rssi": 0, "lte_ca_sinr": -20, "lte_ca_tac": "", "lte_ca_state": "init" }, { "lte_ca_index": 3, "lte_ca_downlink_modulation": "BPSK", "lte_ca_uplink_modulation": "BPSK", "lte_ca_rx_channel": 0, "lte_ca_band_class": "unknown", "lte_ca_dl_bw": 1.4, "lte_ca_pci": 0, "lte_ca_rsrp": 0, "lte_ca_rsrq": 0, "lte_ca_rssi": 0, "lte_ca_sinr": -20, "lte_ca_tac": "", "lte_ca_state": "init" }, { "lte_ca_index": 4, "lte_ca_downlink_modulation": "BPSK", "lte_ca_uplink_modulation": "BPSK", "lte_ca_rx_channel": 0, "lte_ca_band_class": "unknown", "lte_ca_dl_bw": 1.4, "lte_ca_pci": 0, "lte_ca_rsrp": 0, "lte_ca_rsrq": 0, "lte_ca_rssi": 0, "lte_ca_sinr": -20, "lte_ca_tac": "", "lte_ca_state": "init" }, { "lte_ca_index": 5, "lte_ca_downlink_modulation": "BPSK", "lte_ca_uplink_modulation": "BPSK", "lte_ca_rx_channel": 0, "lte_ca_band_class": "unknown", "lte_ca_dl_bw": 1.4, "lte_ca_pci": 0, "lte_ca_rsrp": 0, "lte_ca_rsrq": 0, "lte_ca_rssi": 0, "lte_ca_sinr": -20, "lte_ca_tac": "", "lte_ca_state": "init" }, { "lte_ca_index": 6, "lte_ca_downlink_modulation": "BPSK", "lte_ca_uplink_modulation": "BPSK", "lte_ca_rx_channel": 0, "lte_ca_band_class": "unknown", "lte_ca_dl_bw": 1.4, "lte_ca_pci": 0, "lte_ca_rsrp": 0, "lte_ca_rsrq": 0, "lte_ca_rssi": 0, "lte_ca_sinr": -20, "lte_ca_tac": "", "lte_ca_state": "init" }, { "lte_ca_index": 7, "lte_ca_downlink_modulation": "BPSK", "lte_ca_uplink_modulation": "BPSK", "lte_ca_rx_channel": 0, "lte_ca_band_class": "unknown", "lte_ca_dl_bw": 1.4, "lte_ca_pci": 0, "lte_ca_rsrp": 0, "lte_ca_rsrq": 0, "lte_ca_rssi": 0, "lte_ca_sinr": -20, "lte_ca_tac": "", "lte_ca_state": "init" } ],Measurement data flows details (TCP - multiflow)
"tcp_1_TP": 48062326, TCP_TestID/(FlowID) TP - Throughput "tcp_1_RTT": 65.25433333333334, RTT - TCP Round Trip Time "tcp_1_err_TP": false, NGA params related evaluation "tcp_1_ema_TP": 48062326, TP - Exponentialy weighted Moving Average "tcp_1_err_RTT": false, NGA params related evaluation "tcp_1_ema_RTT": 65.25433333333334, RTT - Exponentialy weighted Moving Average "tcp_1/0_err_TP": false, subflow 0 "tcp_1/0_ema_TP": 16242009.136867017, subflow 0 "tcp_1/0_err_RTT": false, subflow 0 "tcp_1/0_TP": 16242009.136867017, subflow 0 "tcp_1/0_RTT": 65.825, subflow 0 "tcp_1/0_Retransmits": 0, subflow 0 "tcp_1/0_CWND": 263720, subflow 0 "tcp_1/0_ema_RTT": 65.825, subflow 0 "tcp_1/1_err_TP": false, subflow 1 "tcp_1/1_ema_TP": 15650059.353937814, subflow 1 "tcp_1/1_err_RTT": false, subflow 1 "tcp_1/1_TP": 15650059.353937814, subflow 1 "tcp_1/1_RTT": 64.91, subflow 1 "tcp_1/1_Retransmits": 0, subflow 1 "tcp_1/1_CWND": 263720, subflow 1 "tcp_1/1_ema_RTT": 64.91, subflow 1 "tcp_1/2_err_TP": false, subflow 2 "tcp_1/2_ema_TP": 16170258.113302987, subflow 2 "tcp_1/2_err_RTT": false, subflow 2 "tcp_1/2_TP": 16170258.113302987, subflow 2 "tcp_1/2_RTT": 65.028, subflow 2 "tcp_1/2_Retransmits": 0, subflow 2 "tcp_1/2_CWND": 263720, subflow 2 "tcp_1/2_ema_RTT": 65.028 subflow 2 },Measurement data flows details (UDP - multiflow)
"udp_1_TP": 6048066, UDP_TestID/(FlowID) TP - Throughput "udp_1_err_TP": false, NGA params related evaluation "udp_1_ema_TP": 6048066, TP - Exponentialy weighted Moving Average "udp_1/0_err_TP": false, NGA params related evaluation "udp_1/0_ema_TP": 2016022.2303934467, subflow 0 TP - Exponentialy weighted Moving Average "udp_1/0_TP": 2016022.2303934467, subflow 0 TP - Throughput "udp_1/0_PLR": 0, subflow 0 Packet Loss Rate "udp_1/0_JITTER": 1.3664489436034783, subflow 0 Jitter "udp_1/0_err_PLR": false, subflow 0 NGA params related evaluation "udp_1/0_err_JITTER": false, subflow 0 NGA params related evaluation "udp_1/1_err_TP": false, subflow 1 NGA params related evaluation "udp_1/1_ema_TP": 2016022.2303934467, subflow 1 TP - Exponentialy weighted Moving Average "udp_1/1_TP": 2016022.2303934467, subflow 1 TP - Throughput "udp_1/1_PLR": 0, subflow 1 Packet Loss Rate "udp_1/1_JITTER": 1.445338891564827, subflow 1 Jitter "udp_1/1_err_PLR": false, subflow 1 NGA params related evaluation "udp_1/1_err_JITTER": false, subflow 1 NGA params related evaluation "udp_1/2_err_TP": false, subflow 2 NGA params related evaluation "udp_1/2_ema_TP": 2016022.2303934467, subflow 2 TP - Exponentialy weighted Moving Average "udp_1/2_TP": 2016022.2303934467, subflow 2 TP - Throughput "udp_1/2_PLR": 0, subflow 2 Packet Loss Rate "udp_1/2_JITTER": 1.479250661466545, subflow 2 Jitter "udp_1/2_err_PLR": false, subflow 2 NGA params related evaluation "udp_1/2_err_JITTER": false subflow 2 NGA params related evaluationMeasurement data flows details (ICMP)
"icmp_1_TP": 96000, ICMP_TestID TP -Throughput "icmp_1_RTT": 14.280000000000001, RTT - Round Trip Time "icmp_1_PLR": 0, Packet Loss Rate "icmp_1_JITTER": 0.8829985835093795, Jitter "icmp_1_ema_TP": 96000, TP - Exponentialy weighted Moving Average "icmp_1_ema_RTT": 14.280000000000001, RTT - Exponentialy weighted Moving Average "icmp_1_ema_JITTER": 0.8829985835093795, JITTER - Exponentialy weighted Moving Average "icmp_1_err_TP": false, NGA params related evaluation "icmp_1_err_RTT": false, NGA params related evaluation "icmp_1_err_PLR": false, NGA params related evaluation "icmp_1_err_JITTER": false NGA params related evaluationMeasurement data flows details (UDP - Flowping - Interval mode)
"udp_2_TP": 2560000, UDP_TestID TP -Throughput "udp_2_RTT": 235.81362243749996, RTT - Round Trip Time "udp_2_Delay": 162.93965280056, One Way Delay (under developement) "udp_2_PLR": 0, Packet Loss Rate (+ Out Of Order) "udp_2_PLR_OOO": 0, Out Of Order packets "udp_2_JITTER": 2.466879, RTT Jitter "udp_2_ema_TP": 2560000, TP - Exponentialy weighted Moving Average "udp_2_ema_RTT": 235.81362243749996, RTT - Exponentialy weighted Moving Average "udp_2_ema_JITTER": 2.466879, JITTER - Exponentialy weighted Moving Average "udp_2_err_TP": false, NGA params related evaluation "udp_2_err_RTT": false, NGA params related evaluation "udp_2_err_PLR": false, NGA params related evaluation "udp_2_err_PLR_OOO": false, NGA params related evaluation "udp_2_err_JITTER": false NGA params related evaluation
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
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