DocumentCode
2189532
Title
A Matrix Completion Approach to Reduce Energy Consumption in Wireless Sensor Networks
Author
Majumdar, Angshul ; Ward, Rabab K.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC, Canada
fYear
2010
fDate
24-26 March 2010
Firstpage
542
Lastpage
542
Abstract
This paper proposes a new approach to save energy in a wireless sensor network (WSN) in which sensors lie on a uniform rectangular grid. At each data-acquisition/sampling instant, only a randomly selected subset of all the sensor nodes acquires and transmits the data. This problem can be solved by semi-definite programming, which is based on fixed point continuation with Bregman iterations.
Keywords
energy conservation; iterative methods; wireless sensor networks; Bregman iterations; WSN; data acquisition; data sampling; data transmission; energy consumption reduction; energy saving; matrix completion approach; randomly selected subset; semidefinite programming; sensor nodes; uniform rectangular grid; wireless sensor networks; Base stations; Data compression; Energy consumption; Intelligent networks; Iterative methods; Mathematical programming; Mathematics; Minimization methods; Sampling methods; Wireless sensor networks; matrix completion; wireless sensor network;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Compression Conference (DCC), 2010
Conference_Location
Snowbird, UT
ISSN
1068-0314
Print_ISBN
978-1-4244-6425-8
Electronic_ISBN
1068-0314
Type
conf
DOI
10.1109/DCC.2010.66
Filename
5453497
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