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ZENODO
Dataset . 2020
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2020
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2020
License: CC BY
Data sources: Datacite
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A Dataset for Exploring Wi-Fi Network Diversity in Vehicle-to-Infrastructure Communication

Authors: Meireles, Rui; Rodrigues, António; Stanciu, Andrei; Aguiar, Ana; Steenkiste, Peter;

A Dataset for Exploring Wi-Fi Network Diversity in Vehicle-to-Infrastructure Communication

Abstract

Introduction: This dataset contains space and time-indexed performance data for Wi-Fi communication between a moving vehicle and a set of stationary Access Points (APs). In order to allow comparisons between technologies, 3 different types of Wi-Fi are used in parallel: 800.11n, ac, and ad. For more information, please consult the following article: Exploring Wi-Fi Network Diversity for Vehicle-to-Infrastructure Communication, Rui Meireles, António Rodrigues, Andrei Stanciu, Ana Aguiar, Peter Steenkiste, in the 2020 IEEE Vehicular Networking Conference (VNC 2020), December 2020, doi:10.1109/VNC51378.2020.9318407. Video presentation available here. Experiment description: The AP was placed at the corner of a residential area intersection while the mobile client drove a circuit around it. The mobility pattern is shown in the animated file vehicle-movement.gif. The data is divided into traces, gathered on different dates, using different vehicles to support the AP on the roof, as shown below: trace nr date start time n(n) n(ac) n(ad) AP vehicle n(clients) 302 2019-08-20 10:28:45 3262 2787 423 2001 Honda Civic sedan 1 303 2019-08-20 11:26:23 3374 3027 312 - 2 304 2019-08-20 12:39:46 1711 216 14 - 3 (n & ac) 2 (ad) 401 2019-08-22 10:19:24 1685 1681 545 2003 Peugeot Partner 1 402 2019-08-22 10:48:26 2859 2827 764 - 2 403 2019-08-22 11:39:36 135 135 116 - 2 404 2019-08-22 11:42:50 114 114 53 - 2 405 2019-08-22 11:45:07 2019 2019 507 - 2 APs: all positioned at coordinates {lat : 41.111879, lon : -8.631146} ap device 802.11 type channel cntr. freq (MHz) bw (MHz) unifi-003 ubiquiti ac lite n 6 2437 20 unifi-001 - ac 40 5200 40 tp-01 tp-link talon ad7200* ad 1 60480 2160 *running tp-link's original firmware, not OpenWrt Main clients: all positioned in the moving vehicle's roof, a vw golf mk3 802.11 type radio nr. antennas laptop n csl usb 2.0 wlan Adapter 300 Mbps 2 m1 ac tp-link archer t4uh 2 w4 ad tp-link talon ad7200 (tp-03) - w4 Background clients: the purpose is to increase channel util. 802.11 type radio nr. antennas laptop position n tp-link wn722n 1 w2 fixed, ~2m away from AP n tp-link wn722n 1 w3 '' ac csl usb 2.0 wlan Adapter 300 Mbps 2 w2 '' ac csl usb 2.0 wlan Adapter 300 Mbps 2 w3 '' ad tp-link talon ad7200 (tp-04) - macbook stopped vehicle's roof Monitor nodes: all positioned in the moving vehicle's roof 802.11 type radio nr. antennas laptop n csl usb 2.0 wlan Adapter 300 Mbps 2 m1 ac tp-link talon ad7200 (tp-02) 8 w4 ad tp-link talon ad7200 (tp-02) - w4 Dataset structure: All the packet captures are already digested and ready to use in the file wifi-exp-log-summary.csv. An explanation of the fields below: systime : system time (1 Hz resolution) that this row refers to. All node clocks were synchronized through NTP. traceNr : nr. of the trace the row belongs to. lon : longitude (in degrees) reported by the receiver's GPS at systime lat : latitude reported by the receiver's GPS at systime receiverAlt : altitude (in meters) reported by the receiver's GPS at systime receiverX : x coordinate of the receiver's position when space is discretized as a Cartesian plane and the sender is set to be the origin of the coordinate system. The x axis corresponds to east-west (positive values are east, negative values are west). Unit is meters. receiverY : y coordinate of the receiver's position when space is discretized as a Cartesian plane receiverDist : distance (in meters) of receiver to ap(s) receiverSpeed : speed (in m/s) reported by the receiver's GPS at systime receiverId : system-specific id for the client (in the vehicle) senderId : system-specific id for the ap serving the client (side of the road) isIperfOn : 1 if row's systime corresponds to a period where our UDP packet consumer application is known to have been running on the receiver side. isInLap : 1 if this row's systime has been marked as being part of a time period where clients were doing laps around the APs, 0 otherwise. rssiMean : the mean of the RSSI (Received Signal Strength Indicator) values of frames received by the client from the ap during the 1-second period systime period the row refers to. snrMean : SNR (signal to noise ratio) retrieved from 802.11ad sectore sweep frames. channelFreq : center frequency of the WiFi channel used, in MHz. channelBw : bandwidth of the WiFi channel used, in MHz. channelUtil : percentage of time the wireless medium was sensed to be busy during the 1-second period systime period the row refers to. In traces 40x, the 802.11n and ac routers didn't log channel busy time, and as such we had to approximate channel util. based on x,y coordinates and nr. of active clients. wifiType : 802.11 type (e.g., n, ac or ad). nrClients : nr. of parallel clients operating in wifiType mode, on the same channel and bandwidth as receiverId. dataRateMedian : the median of the bitrate values of frames received by the client from the ap during the 1-second period systime period the row refers to. dataRateMean : the mean of the bitrate values of frames received by the client from the ap during the 1-second period systime period the row refers to. nBytesReceived : total number of bytes received by the client from the ap during the 1-second period systime period the row refers to. tghptConsumer : throughput reported by the UDP packet consumer application, during the 1-second period systime period the row refers to. nRetries : nr. of WLAN-level re-transmissions on 1 second period meanBeaconRssi : mean RSSI measured from beacons in 1 second period. nan values are filled with -100 dBm. meanInterBeaconTime : mean interval between consecutive beacons, within 1 second period. nan values are filled with 1 sec. nBeacons : total nr. of beacons received by client within 1 second period.

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