Improving network lifetime using sensors with adjustable sensing ranges. (7th September 2006)

• Record Type: Journal Article
• Authors: Cardei, Mihaela; Wu, Jie; Lu, Mingming
• Is Part Of: International journal of sensor networks. Volume 1:Number 1/2(2006)
• Page Start: 41
• Page End: 49
• Publication Date: 2006-09-07
• Subjects: wireless sensor networks -- WSN -- wireless networks -- sensor networks -- energy efficiency -- sensor scheduling -- linear programming -- optimisation -- network lifetime -- adjustable sensing -- power management -- simulation; Sensor networks -- Periodicals; 681.2
• Languages: English
• ISSNs: 1748-1279

Abstract

This paper addresses the target coverage problem in wireless sensor networks with adjustable sensing range. Communication and sensing consume energy, therefore efficient power management can extend network lifetime. In this paper, we consider a large number of sensors with adjustable sensing range that are randomly deployed to monitor a number of targets. Since targets are redundantly covered by multiple sensors, to conserve energy resources, sensors can be organised in sets, activated successively. In this paper, we address the Adjustable Range Set Covers (AR-SC) problem that has as its objective finding a maximum number of set covers and the ranges associated with each sensor, such that each sensor set covers all the targets. A sensor can participate in multiple sensor sets, but the sum of the energy spent in each set is constrained by the initial energy resources. In this paper, we mathematically model solutions to this problem and design heuristics that efficiently compute the sets. Simulation results are presented to verify our approaches.