Title :
WSN nodes deployment based on artificial fish school algorithm for Traffic Monitoring System
Author :
Shuai Yu ; Rui Wang ; Hongke Xu ; Wanggen Wan ; Yueyue Gao ; Yanliang Jin
Author_Institution :
Sch. of Commun. & Inf. Eng., Shanghai Univ., Shanghai, China
Abstract :
To deal with the optimizing deployment problem of sensor network nodes for Traffic Monitoring System, we use a comprehensive evaluation function to evaluate the performance of the sensor network nodes deployment, and develop a optimization model which take some factors into account, such as the scope of monitoring, communication range etc. The optimization program based on artificial fish school algorithm is proposed to solve this problem. In the simulation experiment, we use a simplified road grid map, and the results show that compared with initial manual deployment, artificial fish school algorithm improved the nodes deployment of wireless sensor network for Traffic Monitoring System.
Keywords :
optimisation; road traffic; traffic engineering computing; wireless sensor networks; WSN nodes deployment; artificial fish school algorithm; deployment problem optimization; performance evaluation; sensor network nodes deployment; simplified road grid map; traffic monitoring system; wireless sensor network; Artificial Fish School Algorithm; deployment; sensor network;
Conference_Titel :
Smart and Sustainable City (ICSSC 2011), IET International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-84919-326-9
DOI :
10.1049/cp.2011.0320