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A Comparative Study Of Different DOA Estimation Schemes and Adaptive Beam Forming Techniques for Target Detection and Tracking

Published on March 2015 by Susaritha U.s, Ganesh Madhan .m, Ragupathi. R, Ashita Priya Thomas
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International Conference on Communication, Computing and Information Technology
Foundation of Computer Science USA
ICCCMIT2014 - Number 3
March 2015
Authors: Susaritha U.s, Ganesh Madhan .m, Ragupathi. R, Ashita Priya Thomas
cafc5ebe-df9a-432c-93d3-54f13328a0cb

Susaritha U.s, Ganesh Madhan .m, Ragupathi. R, Ashita Priya Thomas . A Comparative Study Of Different DOA Estimation Schemes and Adaptive Beam Forming Techniques for Target Detection and Tracking. International Conference on Communication, Computing and Information Technology. ICCCMIT2014, 3 (March 2015), 21-25.

@article{
author = { Susaritha U.s, Ganesh Madhan .m, Ragupathi. R, Ashita Priya Thomas },
title = { A Comparative Study Of Different DOA Estimation Schemes and Adaptive Beam Forming Techniques for Target Detection and Tracking },
journal = { International Conference on Communication, Computing and Information Technology },
issue_date = { March 2015 },
volume = { ICCCMIT2014 },
number = { 3 },
month = { March },
year = { 2015 },
issn = 0975-8887,
pages = { 21-25 },
numpages = 5,
url = { /proceedings/icccmit2014/number3/19783-7030/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Communication, Computing and Information Technology
%A Susaritha U.s
%A Ganesh Madhan .m
%A Ragupathi. R
%A Ashita Priya Thomas
%T A Comparative Study Of Different DOA Estimation Schemes and Adaptive Beam Forming Techniques for Target Detection and Tracking
%J International Conference on Communication, Computing and Information Technology
%@ 0975-8887
%V ICCCMIT2014
%N 3
%P 21-25
%D 2015
%I International Journal of Computer Applications
Abstract

This paper reports a comparative study of different Direction of Arrival (DOA) estimation methods and application of adaptive beam forming for target detection and tracking. DOA algorithms such as Beamscan, Minimum variance distortion less response (MVDR), Multiple Signal Classifier (MUSIC), root-MUSIC, Estimation of signal parameters via rotational invariance (ESPRIT) have been investigated, with initial data obtained from Received Signal Strength (RSS) measurement in a Wi-Fi environment. Location estimation using root-MUSIC and ESPRIT algorithms have been carried out for a moving target. Optimum combination for best performance is identified. Simulations have been carried out in MATLAB tool.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Received Signal Strength Indication (rssi) Direction Of Arrival (doa) Root Mean Square Error (rmse) Signal Strength Set Identifier (ssid) Signal Estimation Adaptive Beam Forming.