DocumentCode
28005
Title
A Minimax SDP Method for Energy Based Source Localization With Unknown Transmit Power
Author
Lohrasbipeydeh, Hannan ; Gulliver, T.A. ; Amindavar, Hamidreza
Author_Institution
Dept. of Electr. Eng., Univ. of Victoria, Victoria, BC, Canada
Volume
3
Issue
4
fYear
2014
fDate
Aug. 2014
Firstpage
433
Lastpage
436
Abstract
Energy based source localization methods have received great interest due to their low cost and simple implementation. The problem of source localization based on received signal strength difference (RSSD) measurements with unknown transmit power is considered in this letter. An efficient two stage estimator is presented. First, a minimax optimization problem is developed to minimize the mean square error of the proposed RSSD based model. Then, semidefinite relaxation is employed to transform this nonconvex and nonlinear problem into a convex optimization problem. This can be efficiently solved to obtain the optimal solution of the corresponding semidefinite programming problem. Performance results are presented, which confirm the efficiency of the proposed method that achieves the Cramér-Rao lower bound for sufficiently large signal to noise ratios.
Keywords
concave programming; mean square error methods; minimax techniques; nonlinear programming; relaxation; sensor placement; telecommunication power management; wireless sensor networks; Cramer-Rao lower bound; RSSD based model; RSSD measurements; convex optimization problem; energy based source localization methods; mean square error; minimax SDP method; minimax optimization problem; nonconvex problem; nonlinear problem; received signal strength difference; semidefinite programming problem; semidefinite relaxation; signal-to-noise ratios; transmit power; two-stage estimator; Estimation; Optimization; Programming; Sensors; Vectors; Wireless communication; Wireless sensor networks; Source localization; minimax optimization; received signal strength difference (RSSD); semidefinite programming (SDP);
fLanguage
English
Journal_Title
Wireless Communications Letters, IEEE
Publisher
ieee
ISSN
2162-2337
Type
jour
DOI
10.1109/LWC.2014.2326879
Filename
6823681
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