Title :
Distributed single target tracking in underwater wireless sensor networks
Author :
Yu, Chang Ho ; Lee, Kang Hoon ; Choi, Jae Weon ; Seo, Young Bong
Author_Institution :
Dept. of Intell. Mech. Eng., Pusan Nat. Univ., Busan
Abstract :
The growing interests in underwater wireless sensor networks(UWSNs) for a wide variety of purposes from Tsunami monitoring to commercial oilfield exploration projects have been encouraging. This paper deals with the problem of accurately tracking a single target moving through UWSNs employing acoustic sensors. This paper addresses the issues of estimating the target position, improving energy efficiency by applying a Kalman filter in a distributed architecture. Each underwater wireless sensor nodes composing the UWSNs is battery-powered, so the energy conservation problem is a critical issue. This paper provides an algorithm which increases energy efficiency of each sensor through a wake-up/sleep(WuS) and a valid measurement selecting(VMS) scheme. Simulation results illustrate the performance of the tracking filter according to the sensor node displacement and sensor detecting area.
Keywords :
Kalman filters; tracking filters; wireless sensor networks; Kalman filter; Tsunami monitoring; acoustic sensors; distributed architecture; distributed single target tracking; oilfield exploration projects; sensor node displacement; target position estimation; tracking filter; underwater wireless sensor networks; underwater wireless sensor nodes; Acoustic sensors; Energy conservation; Energy efficiency; Energy measurement; Filters; Monitoring; Target tracking; Tsunami; Underwater tracking; Wireless sensor networks; Kalman filter; UWSN; Valid Measurement Selecting(VMS) scheme; Wake-up/Sleep(WuS) scheme;
Conference_Titel :
SICE Annual Conference, 2008
Conference_Location :
Tokyo
Print_ISBN :
978-4-907764-30-2
Electronic_ISBN :
978-4-907764-29-6
DOI :
10.1109/SICE.2008.4654868