Throughput of Infrastructure-Based Cooperative Vehicular Networks

In this paper, we provide the detailed analysis of the achievable throughput of infrastructure-based vehicular network with a finite traffic density under a cooperative communication strategy, which explores the combined use of vehicle-to-infrastructure (V2I) communications, vehicle-to-vehicle (V2V) communications, the mobility of vehicles, and cooperations among vehicles and infrastructure to facilitate the data transmission. A closed form expression of the achievable throughput is obtained, which reveals the relationship between the achievable throughput and its major performance-impacting parameters, such as distance between adjacent infrastructure points, the radio ranges of infrastructure and vehicles, the transmission rates of V2I and V2V communications, and vehicular density. Numerical and simulation results show that the proposed cooperative communication strategy significantly increases the throughput of vehicular networks, compared with its non-cooperative counterpart, even when the traffic density is low. Our results shed insight on the optimum deployment of vehicular network infrastructure and the optimum design of cooperative communication strategies in vehicular networks to maximize the throughput.

[1]  MengChu Zhou,et al.  Routing in Internet of Vehicles: A Review , 2015, IEEE Transactions on Intelligent Transportation Systems.

[2]  Stephen Shaoyi Liao,et al.  The Process of Information Propagation Along a Traffic Stream Through Intervehicle Communication , 2014, IEEE Transactions on Intelligent Transportation Systems.

[3]  Ying Li,et al.  ChainCluster: Engineering a Cooperative Content Distribution Framework for Highway Vehicular Communications , 2014, IEEE Transactions on Intelligent Transportation Systems.

[4]  Weihua Zhuang,et al.  Stochastic Analysis of a Single-Hop Communication Link in Vehicular Ad Hoc Networks , 2014, IEEE Transactions on Intelligent Transportation Systems.

[5]  Chai Kiat Yeo,et al.  Enabling Efficient WiFi-Based Vehicular Content Distribution , 2013, IEEE Transactions on Parallel and Distributed Systems.

[6]  Brian D. O. Anderson,et al.  Stochastic Characterization of Information Propagation Process in Vehicular Ad hoc Networks , 2014, IEEE Transactions on Intelligent Transportation Systems.

[7]  Brian D. O. Anderson,et al.  Graph Theoretic Models and Tools for the Analysis of Dynamic Wireless Multihop Networks , 2009, 2009 IEEE Wireless Communications and Networking Conference.

[8]  Hassan Artail,et al.  We Can Deliver Messages to Far Vehicles , 2012, IEEE Transactions on Intelligent Transportation Systems.

[9]  Xiaohu Ge,et al.  Energy efficiency of small cell backhaul networks based on Gauss-Markov mobile models , 2015, IET Networks.

[10]  Feller William,et al.  An Introduction To Probability Theory And Its Applications , 1950 .

[11]  Wing Cheong Lau,et al.  Analytical Models and Performance Evaluation of Drive-thru Internet Systems , 2011, IEEE Journal on Selected Areas in Communications.

[12]  Lili Du,et al.  Information Dissemination Delay in Vehicle-to-Vehicle Communication Networks in a Traffic Stream , 2015, IEEE Transactions on Intelligent Transportation Systems.

[13]  R. Gallager Stochastic Processes , 2014 .

[14]  Panganamala Ramana Kumar,et al.  Capacity bounds for ad hoc and hybrid wireless networks , 2004, CCRV.

[15]  David Tse,et al.  Mobility increases the capacity of ad-hoc wireless networks , 2001, Proceedings IEEE INFOCOM 2001. Conference on Computer Communications. Twentieth Annual Joint Conference of the IEEE Computer and Communications Society (Cat. No.01CH37213).

[16]  Brian D. O. Anderson,et al.  Cooperative information forwarding in vehicular networks subject to channel randomness , 2014, 2014 IEEE International Conference on Communications (ICC).

[17]  Hyuk Lim,et al.  Prefetching-Based Data Dissemination in Vehicular Cloud Systems , 2016, IEEE Transactions on Vehicular Technology.

[18]  Walid Saad,et al.  Multiple Vehicles Collaborative Data Download Protocol via Network Coding , 2015, IEEE Transactions on Vehicular Technology.

[19]  Zhu Han,et al.  Coalitional Graph Games for Popular Content Distribution in Cognitive Radio VANETs , 2013, IEEE Transactions on Vehicular Technology.

[20]  Xuemin Shen,et al.  Asymptotic Throughput Capacity Analysis of VANETs Exploiting Mobility Diversity , 2015, IEEE Transactions on Vehicular Technology.

[21]  Yi Zhu,et al.  Cooperative Stepwise Relaying and Combining for Multihop Vehicular Wireless Communication , 2015, IEEE Transactions on Vehicular Technology.

[22]  David Tse,et al.  Mobility increases the capacity of ad hoc wireless networks , 2002, TNET.

[23]  Frank E. Grubbs,et al.  An Introduction to Probability Theory and Its Applications , 1951 .

[24]  Hongqiang Zhai,et al.  Throughput Analysis of Cooperative Mobile Content Distribution in Vehicular Network using Symbol Level Network Coding , 2012, IEEE Journal on Selected Areas in Communications.

[25]  Ming Li,et al.  CodeOn: Cooperative Popular Content Distribution for Vehicular Networks using Symbol Level Network Coding , 2011, IEEE Journal on Selected Areas in Communications.

[26]  Guoqiang Mao,et al.  Road traffic density estimation in vehicular networks , 2013, 2013 IEEE Wireless Communications and Networking Conference (WCNC).

[27]  Panganamala Ramana Kumar,et al.  RHEINISCH-WESTFÄLISCHE TECHNISCHE HOCHSCHULE AACHEN , 2001 .

[28]  Sonia Aïssa,et al.  Performance Modeling of Safety Messages Broadcast in Vehicular Ad Hoc Networks , 2013, IEEE Transactions on Intelligent Transportation Systems.

[29]  P. A. P. Moran,et al.  An introduction to probability theory , 1968 .

[30]  Wenbo Wang,et al.  A Graph-Based Cooperative Scheduling Scheme for Vehicular Networks , 2013, IEEE Transactions on Vehicular Technology.

[31]  Changle Li,et al.  On the achievable throughput of cooperative vehicular networks , 2016, 2016 IEEE International Conference on Communications (ICC).

[32]  Xiaohu Ge,et al.  Towards a Simple Relationship to Estimate the Capacity of Static and Mobile Wireless Networks , 2013, IEEE Transactions on Wireless Communications.

[33]  Hussein Zedan,et al.  A comprehensive survey on vehicular Ad Hoc network , 2014, J. Netw. Comput. Appl..

[34]  Ozan K. Tonguz,et al.  Routing in Sparse Vehicular Ad Hoc Wireless Networks , 2007, IEEE Journal on Selected Areas in Communications.

[35]  Yu Zhang,et al.  Multi-Hop Connectivity Probability in Infrastructure-Based Vehicular Networks , 2012, IEEE Journal on Selected Areas in Communications.

[36]  Susana Sargento,et al.  Deploying Roadside Units in Sparse Vehicular Networks: What Really Works and What Does Not , 2014, IEEE Transactions on Vehicular Technology.

[37]  Depeng Jin,et al.  Multiple Content Dissemination in Roadside-Unit-Aided Vehicular Opportunistic Networks , 2014, IEEE Transactions on Vehicular Technology.

[38]  Guoqiang Mao,et al.  WSN06-4: Online Calibration of Path Loss Exponent in Wireless Sensor Networks , 2006, IEEE Globecom 2006.

[39]  Peng Wang,et al.  Network Coding Based Wireless Broadcast With Performance Guarantee , 2015, IEEE Transactions on Wireless Communications.

[40]  Xuemin Shen,et al.  Connected Vehicles: Solutions and Challenges , 2014, IEEE Internet of Things Journal.