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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Molecular Diversity Preservation International (MDPI)
2012
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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. |
format | Online Article Text |
id | pubmed-3376592 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Molecular Diversity Preservation International (MDPI) |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT changjhihchung doaestimationforlocalscatteredcdmasignalsbyparticleswarmoptimization |