Title :
Probablity Flow Model Based Route Optimization Method for VANET
Author :
Wei Huang ; Huayu Yang ; Liangmin Wang
Author_Institution :
Dept. of Comput. Sci. & Commun. Eng., Jiangsu Univ., Zhenjiang, China
Abstract :
VANET is a special kind of MANET, composed by an ultra-server and large quantity of vehicles. Operators can get profit by providing information and purchasing useful messages from the terminals in the net, terminals can also get reward by transmit messages as router. A rational planning of routes which can maximize the benefit on condition that maximizes the bandwidth for the operators seems meaningful. Owning to the existence of selfish nodes, the transmit reliability of nodes is uncertain, as a result, we take the reliability of routes into consideration and put forward the optimization problem to maximize the profit under the premise that maximizes network´s load above certain reliability. To solve this problem, we introduce the concept of reliability into network flow theory and propose the idea of probability flow network. To conquer minimum cost flow problem based on probability flow network, we present the concept of flow network PNP0 to convert it into particular minimum cost flow problem. What´s more, incremental maintenance algorithms are proposed to adapt to VANET´s real-time property. Simulation proves that this method works well and achieves the target with low congestion in the network.
Keywords :
maintenance engineering; optimisation; probability; telecommunication network planning; telecommunication network reliability; telecommunication network routing; vehicular ad hoc networks; MANET; VANET; flow network concept; incremental maintenance algorithm; message transmission; minimum cost flow problem; mobile ad hoc network; network congestion; node transmit reliability; optimization problem; probability flow model; route optimization method; route planning; route reliability; vehicular ad hoc network; Heuristic algorithms; Optimization; Real-time systems; Reliability theory; Vehicles; Vehicular ad hoc networks; Incremental maintenance; PNP0; Probability-flow network; Route planning;
Conference_Titel :
Green Computing and Communications (GreenCom), 2012 IEEE International Conference on
Conference_Location :
Besancon
Print_ISBN :
978-1-4673-5146-1
DOI :
10.1109/GreenCom.2012.28