Performance Optimization of DOA Estimation in Non-Uniform Linear Antenna Array by PSO Algorithm

In order to estimate the coherent source, a modified multiple signal classification (MUSIC) algorithm is introduced. And a novel arrangement method for the non-uniform linear array by particle swarm optimization (PSO) algorithm is proposed. This method needs merely a signal source whose direction-of...

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Published inApplied Mechanics and Materials Vol. 490-491; no. Mechanical Design and Power Engineering; pp. 451 - 455
Main Authors Wan, Liang Tian, Si, Wei Jian, Han, Hui Lian
Format Journal Article
LanguageEnglish
Published Zurich Trans Tech Publications Ltd 01.01.2014
Subjects
Algorithms
Arrays
Coherence
Linear arrays
Optimization
Signal classification
Stabilization
Swarm intelligence
Non-Uniform Array
Particle Swarm Optimization Algorithm
DOA Estimation
Online AccessGet full text
ISBN303835001X
9783038350019
ISSN1660-9336
1662-7482
1662-7482
DOI10.4028/www.scientific.net/AMM.490-491.451

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Abstract In order to estimate the coherent source, a modified multiple signal classification (MUSIC) algorithm is introduced. And a novel arrangement method for the non-uniform linear array by particle swarm optimization (PSO) algorithm is proposed. This method needs merely a signal source whose direction-of-arrival (DOA) has been exactly known. The proposed method has a simple processing and a strong stabilization. It could be applied to optimized arbitrary array configuration. The simulation verifies that the performance of DOA estimation is improved effectively, which has proved the validity of the proposed method.
AbstractList In order to estimate the coherent source, a modified multiple signal classification (MUSIC) algorithm is introduced. And a novel arrangement method for the non-uniform linear array by particle swarm optimization (PSO) algorithm is proposed. This method needs merely a signal source whose direction-of-arrival (DOA) has been exactly known. The proposed method has a simple processing and a strong stabilization. It could be applied to optimized arbitrary array configuration. The simulation verifies that the performance of DOA estimation is improved effectively, which has proved the validity of the proposed method.
Author Han, Hui Lian
Si, Wei Jian
Wan, Liang Tian
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Particle Swarm Optimization Algorithm
DOA Estimation
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SubjectTerms Algorithms
Arrays
Coherence
Linear arrays
Optimization
Signal classification
Stabilization
Swarm intelligence
Title Performance Optimization of DOA Estimation in Non-Uniform Linear Antenna Array by PSO Algorithm
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