학술논문

Coverage preserving redundancy elimination in sensor networks
Document Type
Conference
Source
2004 First Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2004. IEEE SECON 2004. Sensor and ad hoc communications and networks Sensor and Ad Hoc Communications and Networks, 2004. IEEE SECON 2004. 2004 First Annual IEEE Communications Society Conference on. :377-386 2004
Subject
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Intelligent networks
Energy efficiency
Sensor phenomena and characterization
Distributed algorithms
Distributed computing
Traffic control
Sufficient conditions
Computer networks
Algorithm design and analysis
Character generation
Language
Abstract
In this paper, we study the problem of detecting and eliminating redundancy in a sensor network with a view to improving energy efficiency, while preserving the network's coverage. We also examine the impact of redundancy elimination on the related problem of coverage-boundary detection. We reduce both problems to the computation of Voronoi diagrams, prove and achieve lower bounds on the solution of these problems, and present efficient distributed algorithms for computing and maintaining solutions in cases of sensor failures or insertion of new sensors. We prove the correctness and termination properties of our distributed algorithms, and analytically characterize the time complexity and the traffic generated by our algorithms. Our simulations show that the traffic generated per sensor insertion or removal (failure) experiences a dramatic decrease with an increase in sensor density, (up to 300% when the number of sensors deployed in the same 1000 /spl times/ 1000 m/sup 2/ area increases from 150 to 800), and with an increase in radio transmission range (up to 200% when the sensor's transmission range increases from 70 m to 200 m).