Title :
An optimized scheme for battlefield target tracking in wireless sensor network
Author :
Li, Yan-Xiao ; Shi, Hao-Shan ; Zhang, Shui-Ping
Author_Institution :
Sch. of Electron. & Inf., Northwest Polytech. Univ., Xi´´an, China
Abstract :
Due to uncertainties in target motion and limited sensing regions of sensors, collaborative target tracking in wireless sensor networks (WSNs) suffers from low tracking accuracy and lack of reliability when a target cannot be detected by a scheduled sensor. Generally, actuating multiple sensors can achieve better tracking performance but with high energy consumption. Tracking accuracy, reliability, and energy consumed are affected by the continuous sensing and transmission and coding method. In this paper, an optimized energy-efficient multisensor scheduling scheme is proposed for collaborative target tracking in WSNs. Simulation results show that, compared with existing scheduling mechanism the proposed scheme can achieve superior energy efficiency and tracking reliability while satisfying the tracking accuracy requirement. It is also robust to the uncertainty of the process noise.
Keywords :
energy conservation; sensor fusion; target tracking; telecommunication network reliability; wireless sensor networks; battlefield target tracking; collaborative target tracking; energy consumption; optimized energy-efficient multisensor scheduling; target motion; tracking reliability; wireless sensor network; Irrigation; Noise; adaptive mechanism; distribute date coding; energy efficiency; multirate transmission; target tracking; wireless sensor network;
Conference_Titel :
Industrial and Information Systems (IIS), 2010 2nd International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-7860-6
DOI :
10.1109/INDUSIS.2010.5565744