Title :
Design of Collaborate Schedule for Object Detection in Wireless Sensor Networks
Author :
Xiao, Shuo ; Li, Kaicheng ; Wei, Xueye ; Wang, Yu
Author_Institution :
Sch. of Electron. & Inf. Eng., Beijing Jiaotong Univ., Beijing, China
Abstract :
Wireless sensor networks (WSNs) have attracted a lot of research attention. WSNs contain a large number of nodes that are capable of sensing, processing and transmitting environmental information. In this paper, object detection has been studied. For WSNs are composed of power-restrained nodes, so energy-efficiency is a key concern in WSNs. Balancing object detection performance and network lifetime is a challenging in sensor networks. Base on the theoretical analysis, we propose a novel energy-aware wake up schedule that significantly prolongs the life of WSNs and maintain the detection performance. Simulation results confirm with the theoretical analysis and demonstrate the advantage of EAS over previous proposed methods.
Keywords :
object detection; wireless sensor networks; collaborate schedule design; energy-aware wake up schedule; object detection; power-restrained nodes; wireless sensor networks; Acoustic sensors; Acoustic signal detection; Collaboration; Computational intelligence; Energy efficiency; Event detection; Object detection; Scheduling; Surveillance; Wireless sensor networks; WSNs; detection performance; energy-efficient; networks life;
Conference_Titel :
Computational Intelligence and Natural Computing, 2009. CINC '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3645-3
DOI :
10.1109/CINC.2009.199