Congestion Based Mechanism for Route Discovery in a V2I-V2V System Applying Smart Devices and IoT
Open Access
Abstract
The Internet of Things is a new paradigm in which objects in a specific context can be integrated into traditional communication networks to actively participate in solving a determined problem. The Vehicle-to-Vehicle (V2V) and Vehicle-to-Infrastructure (V2I) technologies are specific cases of IoT and key enablers for Intelligent Transportation Systems (ITS). V2V and V2I have been widely used to solve different problems associated with transportation in cities, in which the most important is traffic congestion. A high percentage of congestion is usually presented by the inappropriate use of resources in vehicular infrastructure. In addition, the integration of traffic congestion in decision making for vehicular traffic is a challenge due to its high dynamic behavior. In this paper, an optimization model over the load balancing in the congestion percentage of the streets is formulated. Later, we explore a fully congestion-oriented route discovery mechanism and we make a proposal on the communication infrastructure that should support it based on V2I and V2V communication. The mechanism is also compared with a modified Dijkstra’s approach that reacts at congestion states. Finally, we compare the results of the efficiency of the vehicle’s trip with the efficiency in the use of the capacity of the vehicular network.Keywords
This publication has 23 references indexed in Scilit:
- What?s New in Intelligent Transportation Systems?: An Overview of European Projects and InitiativesIEEE Vehicular Technology Magazine, 2013
- Dynamic Traffic Control with Fairness and Throughput Optimization Using Vehicular CommunicationsIEEE Journal on Selected Areas in Communications, 2013
- Context Aware Computing for The Internet of Things: A SurveyIEEE Communications Surveys & Tutorials, 2013
- Vehicle routing under time-dependent travel times: The impact of congestion avoidanceComputers & Operations Research, 2012
- Vehicle-to-infrastructure communication based on 802.11n wireless local area network technology2012
- 3GPP LTE Versus IEEE 802.11p/WAVE: Which Technology is Able to Support Cooperative Vehicular Safety Applications?IEEE Wireless Communications Letters, 2012
- Self-adaptive Length Genetic Algorithm for Urban Rerouting ProblemLecture Notes in Computer Science, 2006
- A Multi-Objective Optimization Scheme for Multicast Routing: A Multitree ApproachTelecommunication Systems, 2004
- Shortest Path Algorithms: An Evaluation Using Real Road NetworksTransportation Science, 1998
- A note on two problems in connexion with graphsNumerische Mathematik, 1959