A Dataset of Full-Stack ITS-G5 DSRC Communications over Licensed and Unlicensed Bands Using a Large-Scale Urban Testbed

03/25/2019 ∙ by Ioannis Mavromatis, et al. ∙ University of Bristol 0

A large-scale dataset of measurements of ETSI ITS-G5 Dedicated Short Range Communications (DSRC) is presented. Our dataset consists of network interactions happening between two On-Board Units (OBUs) and four Road Side Units (RSUs). Each OBU was fitted onto a vehicle. The two vehicles have been driven across the Innovate UK-funded FLOURISH Test Track encompassing key roads in the center of Bristol, UK. As for the RSUs, they were located at fixed locations around the track. Each RSU and OBU is equipped with two transceivers operating at different frequencies. During our experiments, each transceiver broadcast Cooperative Awareness Messages (CAMs) every 10 to the neighboring RSUs and or OBUs. The dataset refers to eight experimental sessions of the length of ∼2 each that have taken place over four days -- allocating two experimental sessions per-day. During the same day, both transceivers onboard any of the RSUs and OBUs was operated on two different frequencies. In particular, we operated the transceivers both over the licensed DSRC band, and over the unlicensed Industrial, Scientific, and Medical radio (ISM) bands 2.4-2.5 and 5.725-5.875. During each experimental session, for each transceiver, all the transmitted and received CAMs were recorded. For each of the received CAMs, we also recorded its Received Signal Strength Indicator (RSSI) and the location of the receiving transceiver.

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References

  • [1] “Libpcap,” The Tcpdump Group, Tech. Rep., 2018. [Online]. Available: https://github.com/the-tcpdump-group/libpcap
  • [2] “MAT-File Format,” MathWorks, Tech. Rep., 2018. [Online]. Available: https://www.mathworks.com/help/pdf_doc/matlab/matfile_format.pdf
  • [3] N. Lu, N. Cheng, N. Zhang, X. Shen, and J. W. Mark, “Connected Vehicles: Solutions and Challenges,” IEEE Internet Things J., vol. 1, no. 4, pp. 289–299, Aug. 2014.
  • [4] E. G. Strom, “On Medium Access and Physical Layer Standards for Cooperative Intelligent Transport Systems in Europe,” Proceedings of the IEEE, vol. 99, no. 7, pp. 1183–1188, Jul. 2011.
  • [5] P. Wang, B. Di, H. Zhang, K. Bian, and L. Song, “Cellular V2X Communications in Unlicensed Spectrum: Harmonious Coexistence With VANET in 5G Systems,” IEEE Trans. Wireless Commun., vol. 17, no. 8, pp. 5212–5224, Aug. 2018.
  • [6] C. Sommer, R. German, and F. Dressler, “Bidirectionally Coupled Network and Road Traffic Simulation for Improved IVC Analysis,” IEEE Trans. Mobile Comput., vol. 10, no. 1, pp. 3–15, Jan 2011.
  • [7] I. Mavromatis, A. Tassi, R. J. Piechocki, and A. Nix, “Agile Calibration Process of Full-Stack Simulation Frameworks for V2X Communications,” in Proc. of IEEE VNC 2017, Torino, IT, Nov. 2017.
  • [8] C. S. Păsăreanu, D. Gopinath, and H. Yu,

    Compositional Verification for Autonomous Systems with Deep Learning Components

    .   Cham: Springer International Publishing, 2019, pp. 187–197.
  • [9] “Modified Version of tcpdump,” University of Bristol, Tech. Rep., 2019. [Online]. Available: https://github.com/v2x-dev/tcpdump
  • [10] “Specification of Cooperative Awareness Basic Service – EN 302 637-2,” ETSI, Tech. Rep., Nov. 2014.
  • [11] A. Tassi, I. Mavromatis, R. Piechocki, A. Nix, C. Compton, T. Poole, and W. Schuster, “Agile Data Offloading over Novel Fog Computing Infrastructure for CAVs,” in Proc. of IEEE VTC 2019-Spring, Kuala Lumpur, ML, Apr. 2019.
  • [12] A. Tassi, I. Mavromatis, and R. Piechocki, “Operating ITS-G5 DSRC over Unlicensed Bands: A City-Scale Performance Evaluation,” Submitted to IEEE VTC-Spring 2019. [Online]. Available: https://arxiv.org/abs/1904.00464
  • [13] “ITS-G5 Trial Processing Scripts,” University of Bristol, Tech. Rep., 2019. [Online]. Available: https://github.com/v2x-dev/ITS-G5_trials