When LPWAN Meets ITS: Evaluation of Low Power Wide Area Networks for V2X Communications

Recently low power wide area network (LPWAN) is widely researched and deployed due to its excellent performance of supporting large coverage, low power consumption and massive capacity. LPWAN might offer brandnew solutions to Vehicle to anything (V2X) communications, which is faced with the challenge of supporting massive connections due to the dramatically increasing number of vehicles. In this paper, after surveying the existing V2X communication technologies, we compare the traditional technologies with the representative LPWAN technologies according to their performance metrics. After the careful comparison and selection, Long-Range (LoRa) and enhanced machine type communication (eMTC) are introduced to V2X communication due to their support for mobility. Moreover, their performance are evaluated in both V2I (vehicle-to-infrastructure) and V2V (vehicle-to-vehicle) communication environments via Monte Carlo simulations.

[1]  Energy-efficient solution for vehicle prioritisation employing ZigBee V2I communications , 2016, 2016 International Conference on Applied and Theoretical Electricity (ICATE).

[2]  Pabitra Mohan Khilar,et al.  Vehicular communication: a survey , 2014 .

[3]  Xingqin Lin,et al.  A Primer on 3GPP Narrowband Internet of Things , 2016, IEEE Communications Magazine.

[4]  Jennifer C. Dela Cruz,et al.  RFID-based vehicle monitoring system , 2017, 2017IEEE 9th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management (HNICEM).

[5]  M.A. Ingram,et al.  Six time- and frequency- selective empirical channel models for vehicular wireless LANs , 2007, IEEE Vehicular Technology Magazine.

[6]  Shuangshuang Han,et al.  Parallel Vehicular Networks: A CPSS-Based Approach via Multimodal Big Data in IoV , 2019, IEEE Internet of Things Journal.

[7]  Jiming Chen,et al.  Narrowband Internet of Things: Implementations and Applications , 2017, IEEE Internet of Things Journal.

[8]  John B. Kenney,et al.  Dedicated Short-Range Communications (DSRC) Standards in the United States , 2011, Proceedings of the IEEE.

[9]  Fei-Yue Wang,et al.  An overview of recent developments in automated lateral and longitudinal vehicle controls , 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

[10]  Panagiotis Papadimitratos,et al.  Vehicular communication systems: Enabling technologies, applications, and future outlook on intelligent transportation , 2009, IEEE Communications Magazine.

[11]  Urbano Nunes,et al.  Platooning with DSRC-based IVC-enabled autonomous vehicles: Adding infrared communications for IVC reliability improvement , 2012, 2012 IEEE Intelligent Vehicles Symposium.

[12]  Kapil Sharma,et al.  5G millimeter wave (mmWave) communications , 2016, 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom).

[13]  Jianfeng Wang,et al.  Zigbee light link and its applicationss , 2013, IEEE Wireless Communications.

[14]  Hossam Afifi,et al.  Cellular Vehicular Networks (CVN): ProSe-Based ITS in Advanced 4G Networks , 2014, 2014 IEEE 11th International Conference on Mobile Ad Hoc and Sensor Systems.

[15]  Hao Xu,et al.  An overview of 3GPP enhancements on machine to machine communications , 2016, IEEE Communications Magazine.

[16]  Hervé Rivano,et al.  A Survey of Smart Parking Solutions , 2017, IEEE Transactions on Intelligent Transportation Systems.

[17]  Dejan Vukobratovic Massive Machine-Type Communications and Revival of ALOHA , 2017 .

[18]  Andrea Zanella,et al.  Long-range communications in unlicensed bands: the rising stars in the IoT and smart city scenarios , 2015, IEEE Wireless Communications.

[19]  Dhaval Patel,et al.  Experimental Study on Low Power Wide Area Networks (LPWAN) for Mobile Internet of Things , 2017, 2017 IEEE 85th Vehicular Technology Conference (VTC Spring).

[20]  Jeffrey G. Andrews,et al.  Broadband wireless access with WiMax/802.16: current performance benchmarks and future potential , 2005, IEEE Communications Magazine.

[21]  Guido Dolmans,et al.  Evaluating the Performance of eMTC and NB-IoT for Smart City Applications , 2017, 2018 IEEE International Conference on Communications (ICC).

[22]  Xiao Wang,et al.  Using Web data to enhance traffic situation awareness , 2014, 17th International IEEE Conference on Intelligent Transportation Systems (ITSC).

[23]  Loutfi Nuaymi,et al.  Survey of radio resource management issues and proposals for energy-efficient cellular networks that will cover billions of machines , 2016, EURASIP Journal on Wireless Communications and Networking.

[24]  Antonio Iera,et al.  LTE for vehicular networking: a survey , 2013, IEEE Communications Magazine.

[25]  Amitava Ghosh,et al.  NB-IoT system for M2M communication , 2016, 2016 IEEE Wireless Communications and Networking Conference.

[26]  G. A. Giannopoulos,et al.  The application of information and communication technologies in transport , 2004, Eur. J. Oper. Res..

[27]  Dongpu Cao,et al.  Parallel driving in CPSS: a unified approach for transport automation and vehicle intelligence , 2017, IEEE/CAA Journal of Automatica Sinica.

[28]  Xiang Cheng,et al.  Index modulated OFDM with ICI self-cancellation for V2X communications , 2016, 2016 International Conference on Computing, Networking and Communications (ICNC).

[29]  Tommaso Pecorella,et al.  NB-IoT system deployment for smart metering: Evaluation of coverage and capacity performances , 2017, 2017 AEIT International Annual Conference.

[30]  Petar Solic,et al.  LoRaWAN — A low power WAN protocol for Internet of Things: A review and opportunities , 2017, 2017 2nd International Multidisciplinary Conference on Computer and Energy Science (SpliTech).

[31]  Liang-Bi Chen,et al.  i-Car system: A LoRa-based low power wide area networks vehicle diagnostic system for driving safety , 2017, 2017 International Conference on Applied System Innovation (ICASI).

[32]  Nanning Zheng,et al.  Toward intelligent driver-assistance and safety warning system , 2004, IEEE Intelligent Systems.

[33]  Amitava Ghosh,et al.  Performance Analysis of Voice over LTE Using Low-Complexity eMTC Devices , 2017, 2017 IEEE 85th Vehicular Technology Conference (VTC Spring).

[34]  Joe-Air Jiang,et al.  A Vehicle Monitoring System Based on the LoRa Technique , 2017 .

[35]  George Papageorgiou,et al.  A review of Intelligent Transportation Systems from a communications technology perspective , 2016, 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC).

[36]  Fredrik Gunnarsson,et al.  LTE release 14 outlook , 2016, IEEE Communications Magazine.

[37]  Konstantin Mikhaylov,et al.  On the coverage of LPWANs: range evaluation and channel attenuation model for LoRa technology , 2015, 2015 14th International Conference on ITS Telecommunications (ITST).

[38]  Fei-Yue Wang,et al.  Parallel Control and Management for Intelligent Transportation Systems: Concepts, Architectures, and Applications , 2010, IEEE Transactions on Intelligent Transportation Systems.

[39]  Athanasios V. Vasilakos,et al.  A survey of millimeter wave communications (mmWave) for 5G: opportunities and challenges , 2015, Wireless Networks.