DocumentCode
774022
Title
Maximizing Lifetime of Sensor Surveillance Systems
Author
Liu, Hai ; Jia, Xiaohua ; Wan, Peng-Jun ; Yi, Chih-Wei ; Makki, S. Kami ; Pissinou, Niki
Author_Institution
Dept. of Comput. Sci., City Univ. of Hong Kong, Kowloon
Volume
15
Issue
2
fYear
2007
fDate
4/1/2007 12:00:00 AM
Firstpage
334
Lastpage
345
Abstract
This paper addresses the maximal lifetime scheduling problem in sensor surveillance systems. Given a set of sensors and targets in an area, a sensor can watch only one target at a time, our task is to schedule sensors to watch targets and forward the sensed data to the base station, such that the lifetime of the surveillance system is maximized, where the lifetime is the duration that all targets are watched and all active sensors are connected to the base station. 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 the linear programming technique; 2) decomposing the workload matrix into a sequence of schedule matrices that can achieve the maximal lifetime; and 3) determining the sensor surveillance trees based on the above obtained schedule matrices, which specify the active sensors and the routes to pass sensed data to the base station. This is the first time in the literature that the problem of maximizing lifetime of sensor surveillance systems has been formulated and the optimal solution has been found
Keywords
linear programming; matrix algebra; surveillance; telecommunication network routing; wireless sensor networks; active sensors; linear programming; maximal lifetime scheduling; schedule matrices; sensor surveillance systems; sensor surveillance trees; target-watching schedule; workload matrix; Base stations; Collaboration; Computer science; Linear programming; Matrix decomposition; Monitoring; Processor scheduling; Sensor systems; Surveillance; Watches; Energy efficiency; lifetime; scheduling; sensor network; surveillance system;
fLanguage
English
Journal_Title
Networking, IEEE/ACM Transactions on
Publisher
ieee
ISSN
1063-6692
Type
jour
DOI
10.1109/TNET.2007.892883
Filename
4154758
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