DocumentCode
2035973
Title
Localization of acoustic beacons using iterative null beamforming over ad-hoc wireless sensor networks
Author
Sharan, Vatsal ; Kumar, Sudhakar ; Hegde, Rajesh M.
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol. Kanpur, Kanpur, India
fYear
2013
fDate
3-6 Nov. 2013
Firstpage
542
Lastpage
546
Abstract
In this paper an iterative method to localize and separate multiple audio beacons using the principles of null beam forming is proposed. In contrast to standard methods, the source separation is done optimally by putting a null on all the other sources while obtaining an estimate of a particular source. Also, this method is not constrained by fixed sensor geometry as is the case with general beamforming methods. The wireless sensor nodes can therefore be deployed in any random geometry as required. Experiments are performed to estimate the location and also the power spectral density of the separated sources. The experimental results indicate that the method can be used in ad-hoc, flexible and low-cost wireless sensor network deployment.
Keywords
acoustic signal processing; ad hoc networks; array signal processing; iterative methods; sensor placement; source separation; wireless sensor networks; acoustic beacon localization; ad-hoc wireless sensor networks; fixed sensor geometry; general beamforming methods; iterative method; iterative null beamforming; multiple audio beacons; power spectral density; random geometry; source separation; wireless sensor network deployment; wireless sensor nodes; Acoustics; Array signal processing; Correlation; Eigenvalues and eigenfunctions; Iterative methods; Source separation; Wireless sensor networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2013 Asilomar Conference on
Conference_Location
Pacific Grove, CA
Print_ISBN
978-1-4799-2388-5
Type
conf
DOI
10.1109/ACSSC.2013.6810337
Filename
6810337
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