DocumentCode :
1827629
Title :
Maximal lifetime scheduling in sensor surveillance networks
Author :
Liu, Hai ; Wan, Pengjun ; Yi, Chih-Wei ; Jia, Xiaohua ; Makki, Sam ; Pissinou, Niki
Author_Institution :
City Univ. of Hong Kong, China
Volume :
4
fYear :
2005
fDate :
13-17 March 2005
Firstpage :
2482
Abstract :
This paper addresses the maximal lifetime scheduling problem in sensor surveillance networks. Given a set of sensors and targets in a Euclidean plane, a sensor can watch only one target at a time, our task is to schedule sensors to watch targets, such that the lifetime of the surveillance system is maximized, where the lifetime is the duration that all targets are watched. We propose an optimal solution to find the target watching schedule for sensors that achieves the maximal lifetime. Our solution consists of three steps: 1) computing the maximal lifetime of the surveillance system and a workload matrix by using linear programming techniques; 2) decomposing the workload matrix into a sequence of schedule matrices that can achieve the maximal lifetime; 3) obtaining a target watching timetable for each sensor based on the schedule matrices. Simulations have been conducted to study the complexity of our proposed method and to compare with the performance of a greedy method.
Keywords :
greedy algorithms; linear programming; matrix algebra; scheduling; surveillance; wireless sensor networks; Euclidean plane; greedy method; linear programming technique; maximal lifetime scheduling; optimal solution; sensor surveillance network; target watching schedule; workload matrix schedule; Computer science; Intelligent networks; Matrix decomposition; Monitoring; Processor scheduling; Sensor phenomena and characterization; Sensor systems; Surveillance; Watches; Wireless sensor networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies. Proceedings IEEE
ISSN :
0743-166X
Print_ISBN :
0-7803-8968-9
Type :
conf
DOI :
10.1109/INFCOM.2005.1498533
Filename :
1498533
Link To Document :
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