Title :
Energy efficient distributed interacting multiple model filter in UWSNs
Author :
Yu, Chang Ho ; Lee, Jeong Cheor ; Choi, Jae Weon ; Park, Myeong-Kwan ; Kang, Dong Joong
Author_Institution :
Dept. of Intell. Mech. Eng., Pusan Nat. Univ., Busan, South Korea
Abstract :
This paper deals with the problem of tracking a target, which has a sinusoidal trajectory, moving through the environment of underwater wireless sensor networks (UWSNs). This paper addresses the issues of estimating the states of the target, improving energy efficiency by using a distributed architecture. Each underwater wireless sensor node composing the UWSNs is battery-powered, so the energy conservation problem is a critical issue. This paper provides algorithms increasing the energy efficiency of each sensor node by using the proposed Wake-up/Sleep (WuS) and Valid Measurement Selecting (VMS) schemes. An interacting multiple model (IMM) filter is applied to the proposed distributed architecture in order to cope with a target maneuver. Simulation results illustrate the performance of the proposed tracking filter.
Keywords :
target tracking; tracking filters; underwater acoustic communication; wireless sensor networks; UWSN; distributed architecture; energy conservation problem; energy efficient distributed interacting multiple model filter; sinusoidal trajectory; target maneuver; target tracking; tracking filter; underwater wireless sensor networks; underwater wireless sensor node; valid measurement selecting schemes; wake-up/sleep schemes; Covariance matrix; Mathematical model; Noise; Robot sensing systems; Target tracking; Time measurement; Wireless sensor networks; IMM filter; UWSN; VMS scheme; WuS scheme;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location :
JeJu Island
Print_ISBN :
978-1-4673-2247-8