Vehicular Traffic Management Based on Traffic Engineering for Vehicular Ad Hoc Networks

被引:44
作者
Guidoni, Daniel L. [1 ]
Maia, Guilherme [2 ]
Souza, Fernanda S. H. [1 ]
Villas, Leandro A. [3 ]
Loureiro, Antonio A. F. [2 ]
机构
[1] Univ Fed Sao Joao del Rei, Dept Comp Sci, BR-36307352 Sao Joao Del Rei, Brazil
[2] Univ Fed Minas Gerais, Dept Comp Sci, BR-31270901 Belo Horizonte, MG, Brazil
[3] Univ Estadual Campinas, Inst Comp, BR-13083970 Campinas, Brazil
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
基金
巴西圣保罗研究基金会;
关键词
Roads; Urban areas; Vehicular ad hoc networks; Vehicles; Delays; Monitoring; Load management; Vehicular ad hoc network; re-routing algorithm; vehicular traffic management; traffic engineering; V2X COMMUNICATIONS; 5G;
D O I
10.1109/ACCESS.2020.2978700
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Urbanization causes many problems to human mobility, since people living in the cities tend to increase the vehicular traffic flow. City road infrastructure does not increase faster than the number of vehicles, thus causing traffic congestion in dense urban centers. Besides travel delay, vehicular traffic congestion results in serious problems to human beings (e.g., health problems due to stress), to the planet (e.g., increase in pollution) and to the economy (e.g., waste of a large amount of money due to time spent in traffic jams). In order to improve vehicular traffic flow in dense urban areas, this paper presents a new Vehicular Traffic Management Service based on Traffic Engineering theory, called Re-RouTE. The Re-RouTE service relies on the density of vehicles in roads and applies the flow-density macroscopic traffic engineering model to identify congested routes. Roads are represented by a weighted graph, which is then used to discover routes without traffic jams and with a small increase in the travel distance. The main goal of Re-RouTE is to reduce traffic jams while increasing the global vehicular traffic flow of the road network. Moreover, the service was designed to reduce traffic jams instead of moving them to a different road/area. Simulation results show the ability of Re-RouTE to improve travel time, travel distance, speed and the number of messages transmitted when compared to a literature solution.
引用
收藏
页码:45167 / 45183
页数:17
相关论文
共 45 条
[1]   A Novel Low-Latency V2V Resource Allocation Scheme Based on Cellular V2X Communications [J].
Abbas, Fakhar ;
Fan, Pingzhi ;
Khan, Zahid .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 20 (06) :2185-2197
[2]   Interworking of DSRC and Cellular Network Technologies for V2X Communications: A Survey [J].
Abboud, Khadige ;
Omar, Hassan Aboubakr ;
Zhuang, Weihua .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (12) :9457-9470
[3]   Traffic-related lead pollution in roadside soils and plants in Khyber Pakhtunkhwa, Pakistan: implications for human health [J].
Ahmad, I. ;
Khan, B. ;
Asad, N. ;
Mian, I. A. ;
Jamil, M. .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY, 2019, 16 (12) :8015-8022
[4]  
Ali G. G. M. N., 2016, 2016 IEEE 83 VEH TEC, P1
[5]  
[Anonymous], 2005, TRAFF CONG REL TREND
[6]  
[Anonymous], 2019, Bing maps
[7]  
[Anonymous], 2013, FUT EC ENV COSTS GRI
[8]   Multihop V2I Communications: A Feasibility Study, Modeling, and Performance Analysis [J].
Atallah, Ribal ;
Khabbaz, Maurice ;
Assi, Chadi .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2017, 66 (03) :2801-2810
[9]  
Banks J.H., 2002, INTRO TRANSPORTATION, V2nd
[10]  
Bazzan ALC, 2014, 2014 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN VEHICLES AND TRANSPORTATION SYSTEMS (CIVTS), P43, DOI 10.1109/CIVTS.2014.7009476