DocumentCode :
2156062
Title :
Towards optimal energy-quality tradeoff in tracking via sensor networks
Author :
Benavoli, Alessio ; Chisci, Luigi
Author_Institution :
Dipt. di Sist. e Inf., Univ. di Firenze, Florence, Italy
fYear :
2007
fDate :
2-5 July 2007
Firstpage :
1523
Lastpage :
1529
Abstract :
The paper addresses tracking of a moving target by means of a wireless sensor network. A centralized tracking filter and procedure for selectively activating sensors around the expected target´s position are combined. Unlike selective activation methods existing in the literature, which are concerned only with the tracking accuracy, the one considered in this work attempts to tradeoff tracking performance optimization versus lifetime maximization. A performance evaluation via Monte Carlo simulations shows the effectiveness of the proposed approach.
Keywords :
Monte Carlo methods; filters; optimisation; target tracking; telecommunication power management; wireless sensor networks; Monte Carlo simulations; centralized tracking filter; lifetime maximization; moving target; optimal energy-quality tradeoff; selective activation methods; target position; tracking performance optimization; wireless sensor network; Accuracy; Covariance matrices; Energy consumption; Noise measurement; Surveillance; Target tracking; Wireless sensor networks; Kalman filtering; sensor networks; state estimation; tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (ECC), 2007 European
Conference_Location :
Kos
Print_ISBN :
978-3-9524173-8-6
Type :
conf
Filename :
7068371
Link To Document :
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