Experimental Evaluation of Floating Car Data Collection Protocols in Vehicular Networks

[en] The main objectives of the Intelligent Transportation Systems (ITS) vision is to improve road safety, traffic management, and mobility by enabling cooperative communication among participants. This vision requires the knowledge of the current state of the road traffic, which can be obtained by collecting Floating Car Data (FCD) information using Dedicated Short-Range Communication (DSRC) based on the IEEE 802.11p standard. Most of the existing FCD collection protocols have been evaluated via simulations and mathematical models, while the real-world implications have not been thoroughly investigated. This paper presents an open-source implementation of two state-of-the-art FCD collection algorithms, namely BASELINE and DISCOVER. These algorithms are implemented in an open-source vehicular prototyping platform and validated in a real-world experimental setup.

Disciplines :

Computer science

Author, co-author :

Turcanu, Ion ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)

Adamsky, Florian; Hof University of Applied Sciences

Engel, Thomas ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)

External co-authors :

yes

Language :

English

Title :

Experimental Evaluation of Floating Car Data Collection Protocols in Vehicular Networks

Publication date :

2019

Event name :

IEEE 90th Vehicular Technology Conference (VTC2019-Fall)

Event date :

from 22-09-2019 to 25-09-2019

Audience :

International

Main work title :

IEEE 90th Vehicular Technology Conference (VTC2019-Fall)

Peer reviewed :

Peer reviewed

Available on ORBilu :

since 05 August 2019

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Scopus citations^®

Scopus citations^®
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Bibliography

B. Pourghebleh and N. Jafari Navimipour, "Towards efficient data collection mechanisms in the vehicular ad hoc networks, " International Journal of Communication Systems, e3893, 2019.
I. Turcanu, P. Salvo, A. Baiocchi, and F. Cuomo, "DISCOVER: a unified protocol for data dissemination and collection in VANETs, " in Proceedings of the 12th ACM Symposium on Performance Evaluation of Wireless Ad Hoc, Sensor, & Ubiquitous Networks, ACM, 2015, pp. 25-32.
-, "An integrated VANET-based data dissemination and collection protocol for complex urban scenarios, " Elsevier Ad Hoc Networks, vol. 52, no. Supplement C, pp. 28-38, 2016, Modeling and Performance Evaluation of Wireless Ad Hoc Networks.
Z. He and D. Zhang, "Cost-efficient traffic-aware data collection protocol in VANET, " Ad Hoc Networks, vol. 55, no. Supplement C, pp. 28-39, 2017, Self-organizing and Smart Protocols for Heterogeneous Ad hoc Networks.
A. Soua and H. Afifi, "Adaptive data collection protocol using reinforcement learning for VANETs, " in 9th International Wireless Communications and Mobile Computing Conference (IWCMC), Jul. 2013, pp. 1040-1045.
G. Araniti, C. Campolo, M. Condoluci, A. Iera, and A. Molinaro, "LTE for Vehicular Networking: A Survey, " IEEE Communications Magazine, vol. 51, no. 5, pp. 148-157, May 2013.
C. Ide, B. Dusza, M. Putzke, and C. Wietfeld, "Channel sensitive transmission scheme for V2I-based Floating Car Data collection via LTE, " in IEEE International Conference on Communications (ICC 2012), Ottawa, Canada: IEEE, Jun. 2012, pp. 7151-7156.
I. Turcanu, F. Klingler, C. Sommer, A. Baiocchi, and F. Dressler, "Duplicate suppression for efficient floating car data collection in heterogeneous LTE-DSRC vehicular networks, " Computer Communications, vol. 123, pp. 54-64, 2018.
I. Turcanu, C. Sommer, A. Baiocchi, and F. Dressler, "Pick the Right Guy: CQI-Based LTE Forwarder Selection in VANETs, " in 8th IEEE Vehicular Networking Conference (VNC 2016), Columbus, OH: IEEE, Dec. 2016, pp. 98-105.
S. Ancona, R. Stanica, and M. Fiore, "Performance boundaries of massive Floating Car Data offloading, " in 11th Annual Conference on Wireless On-demand Network Systems and Services (WONS 2014), Obergurgl, Austria: IEEE, Apr. 2014, pp. 89-96.
ETSI, "Intelligent Transport Systems (ITS); Access layer specification for Intelligent Transport Systems operating in the 5 GHz frequency band, " ETSI, EN 302 663 V1. 2. 1, Jul. 2013.
S. Laux, G. S. Pannu, S. Schneider, J. Tiemann, F. Klingler, C. Sommer, and F. Dressler, "OpenC2X-An Open Source Experimental and Prototyping Platform Supporting ETSI ITS-G5, " in 8th IEEE Vehicular Networking Conference (VNC 2016), Demo Session, Columbus, OH: IEEE, Dec. 2016, pp. 152-153.
O. K. Tonguz, N. Wisitpongphan, J. S. Parikh, F. Bai, P. Mudalige, and V. K. Sadekar, "On the Broadcast Storm Problem in Ad hoc Wireless Networks, " in 3rd International Conference on Broadband Communications, Networks and Systems, Oct. 2006, pp. 1-11.
M. Chaqfeh, A. Lakas, and I. Jawhar, "A survey on data dissemination in vehicular ad hoc networks, " Vehicular Communications, vol. 1, no. 4, pp. 214-225, 2014.
ETSI, "Intelligent Transport Systems (ITS); Vehicular Communications; GeoNetworking; Part 4: Geographical addressing and forwarding for point-to-point and point-to-multipoint communications; Sub-part 1: Media-Independent Functionality, " ETSI, EN 302 636-4-1 v1. 2. 1, May 2014.
-, "Intelligent Transport Systems (ITS); Vehicular Communications; Basic Set of Applications; Part 2: Specification of Cooperative Awareness Basic Service, " ETSI, Tech. Rep. 302 637-2 V1. 3. 2, Nov. 2014.
-, "Intelligent Transport Systems (ITS); Vehicular Communications; Basic Set of Applications; Local Dynamic Map (LDM), " ETSI, EN 302 895 V1. 1. 1, Sep. 2014.