Title :
The probabilistic sense model for coverage hole elimination in WSN
Author :
Xinggang Fan ; Zhaojuan Zhang ; Heng Wang
Author_Institution :
Coll. of Comput. Sci. & Technol., Zhejiang Univ. of Technol., Hangzhou, China
Abstract :
Event detection probability in WSN is complex under probabilistic sensor model. It is cumulative result of many sensors in the vicinity. Coverage hole in which the cumulative event detection probability is less than 90% can impair WSN monitoring capacity and sensibility. The mobility capable sensors can repair coverage holes by moving to appropriate locations. In this paper, we propose a hole repairing algorithm based on probabilistic sensor model(PHRA) to repair coverage hole. This algorithm finds coverage hole by cell scheme, the size and location of hole, schedules appropriate mobile sensors to repair hole, makes the hole completely covered at the least energy consumption and energy balancing in the process. Simulation result shows that this moving algorithm can effective eliminate coverage hole and get higher capacity of event detection.
Keywords :
cellular radio; probability; wireless sensor networks; PHRA; WSN; cell scheme; coverage hole elimination; cumulative event detection probability; energy balancing; energy consumption; event detection capacity; event detection probability; hole repairing algorithm; mobile sensor scheduling; probabilistic sensor model; Event detection; Maintenance engineering; Mobile nodes; Probabilistic logic; Robot sensing systems; Cell scheme; Coverage hole; Event detection probability; Mobile sensor; PHRA;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6896660