Title :
Adaptive Sensor Activation for Target Tracking in Wireless Sensor Networks
Author :
Chen, Jiming ; Cao, Kejie ; Sun, Youxian ; Shen, Xuemin Sherman
Author_Institution :
State Key Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Abstract :
This paper presents an adaptive sensor activation for target tracking in wireless sensor networks by dynamically adjusting the range of sensor selective activation instead of fixed one. A closed-loop control algorithm for the range of adaptive sensor activation is designed according to the online feedback of the tracking quality. The failed tracking case can also be handled by the proposed algorithm. Extensive simulation results show that the adaptive sensor activation achieves higher performance in terms of tracking effect and energy efficiency.
Keywords :
adaptive control; closed loop systems; target tracking; wireless sensor networks; adaptive sensor; closed-loop control algorithm; online feedback; sensor selective activation; target tracking; tracking quality; wireless sensor networks; Adaptive control; Algorithm design and analysis; Communications Society; Energy efficiency; Feedback; Industrial control; Intelligent sensors; Programmable control; Target tracking; Wireless sensor networks;
Conference_Titel :
Communications, 2009. ICC '09. IEEE International Conference on
Conference_Location :
Dresden
Print_ISBN :
978-1-4244-3435-0
Electronic_ISBN :
1938-1883
DOI :
10.1109/ICC.2009.5198708