Title :
Exploring Load-Balance to Dispatch Mobile Sensors in Wireless Sensor Networks
Author :
Wang, You-Chiun ; Peng, Wen-Chih ; Chang, Min-Hsien ; Tseng, Yu-Chee
Author_Institution :
Nat. Chiao Tung Univ., Hsinchu
Abstract :
In this paper, a hybrid sensor network consisting of static and mobile sensors is considered, where static sensors are used to detect events, and mobile sensors can move to event locations to conduct more advanced analysis. By exploring the load balance concept, we propose a CentralSD algorithm to efficiently dispatch mobile sensors. Our algorithm is general in that the numbers of mobile sensors and events can be arbitrary. When mobile sensors are more than event locations, we transform the dispatch problem to a maximum-matching problem in a weighted bipartite graph. When there are fewer mobile sensors than event locations, we propose an efficient clustering scheme to group event locations so that the maximum-matching approach can still be applied. To reduce message cost, we also develop a distributed GridSD algorithm. Simulation results are presented to verify the effectiveness of the proposed algorithms.
Keywords :
graph theory; mobile radio; resource allocation; wireless sensor networks; CentralSD algorithm; clustering scheme; distributed GridSD algorithm; load-balancing; maximum-matching problem; mobile sensor dispatch; weighted bipartite graph; wireless sensor networks; Cameras; Clustering algorithms; Computer science; Costs; Dispatching; Event detection; Mobile computing; Sensor phenomena and characterization; Sensor systems; Wireless sensor networks; Mobile sensor dispatching; sensor data management; wireless sensor network;
Conference_Titel :
Computer Communications and Networks, 2007. ICCCN 2007. Proceedings of 16th International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
978-1-4244-1251-8
Electronic_ISBN :
1095-2055
DOI :
10.1109/ICCCN.2007.4317894