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DOA Estimation for Local Scattered CDMA Signals by Particle Swarm Optimization

This paper deals with the direction-of-arrival (DOA) estimation of local scattered code-division multiple access (CDMA) signals based on a particle swarm optimization (PSO) search. For conventional spectral searching estimators with local scattering, the searching complexity and estimating accuracy...

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Autor principal: Chang, Jhih-Chung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3376592/
https://www.ncbi.nlm.nih.gov/pubmed/22737004
http://dx.doi.org/10.3390/s120303228
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author Chang, Jhih-Chung
author_facet Chang, Jhih-Chung
author_sort Chang, Jhih-Chung
collection PubMed
description This paper deals with the direction-of-arrival (DOA) estimation of local scattered code-division multiple access (CDMA) signals based on a particle swarm optimization (PSO) search. For conventional spectral searching estimators with local scattering, the searching complexity and estimating accuracy strictly depend on the number of search grids used during the search. In order to obtain high-resolution and accurate DOA estimation, a smaller grid size is needed. This is time consuming and it is unclear how to determine the required number of search grids. In this paper, a modified PSO is presented to reduce the required search grids for the conventional spectral searching estimator with the effects of local scattering. Finally, several computer simulations are provided for illustration and comparison.
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spelling pubmed-33765922012-06-25 DOA Estimation for Local Scattered CDMA Signals by Particle Swarm Optimization Chang, Jhih-Chung Sensors (Basel) Article This paper deals with the direction-of-arrival (DOA) estimation of local scattered code-division multiple access (CDMA) signals based on a particle swarm optimization (PSO) search. For conventional spectral searching estimators with local scattering, the searching complexity and estimating accuracy strictly depend on the number of search grids used during the search. In order to obtain high-resolution and accurate DOA estimation, a smaller grid size is needed. This is time consuming and it is unclear how to determine the required number of search grids. In this paper, a modified PSO is presented to reduce the required search grids for the conventional spectral searching estimator with the effects of local scattering. Finally, several computer simulations are provided for illustration and comparison. Molecular Diversity Preservation International (MDPI) 2012-03-07 /pmc/articles/PMC3376592/ /pubmed/22737004 http://dx.doi.org/10.3390/s120303228 Text en © 2012 by the authors; licensee MDPI, Basel, Switzerland This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Chang, Jhih-Chung
DOA Estimation for Local Scattered CDMA Signals by Particle Swarm Optimization
title DOA Estimation for Local Scattered CDMA Signals by Particle Swarm Optimization
title_full DOA Estimation for Local Scattered CDMA Signals by Particle Swarm Optimization
title_fullStr DOA Estimation for Local Scattered CDMA Signals by Particle Swarm Optimization
title_full_unstemmed DOA Estimation for Local Scattered CDMA Signals by Particle Swarm Optimization
title_short DOA Estimation for Local Scattered CDMA Signals by Particle Swarm Optimization
title_sort doa estimation for local scattered cdma signals by particle swarm optimization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3376592/
https://www.ncbi.nlm.nih.gov/pubmed/22737004
http://dx.doi.org/10.3390/s120303228
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