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Covariance-Based Direction-of-Arrival Estimation of Wideband Coherent Chirp Signals via Sparse Representation

This paper addresses the problem of direction-of-arrival (DOA) estimation of multiple wideband coherent chirp signals, and a new method is proposed. The new method is based on signal component analysis of the array output covariance, instead of the complicated time-frequency analysis used in previou...

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Detalles Bibliográficos
Autores principales: Sha, Zhichao, Liu, Zhengmeng, Huang, Zhitao, Zhou, Yiyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3821291/
https://www.ncbi.nlm.nih.gov/pubmed/23995096
http://dx.doi.org/10.3390/s130911490
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author Sha, Zhichao
Liu, Zhengmeng
Huang, Zhitao
Zhou, Yiyu
author_facet Sha, Zhichao
Liu, Zhengmeng
Huang, Zhitao
Zhou, Yiyu
author_sort Sha, Zhichao
collection PubMed
description This paper addresses the problem of direction-of-arrival (DOA) estimation of multiple wideband coherent chirp signals, and a new method is proposed. The new method is based on signal component analysis of the array output covariance, instead of the complicated time-frequency analysis used in previous literatures, and thus is more compact and effectively avoids possible signal energy loss during the hyper-processes. Moreover, the a priori information of signal number is no longer a necessity for DOA estimation in the new method. Simulation results demonstrate the performance superiority of the new method over previous ones.
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spelling pubmed-38212912013-11-09 Covariance-Based Direction-of-Arrival Estimation of Wideband Coherent Chirp Signals via Sparse Representation Sha, Zhichao Liu, Zhengmeng Huang, Zhitao Zhou, Yiyu Sensors (Basel) Article This paper addresses the problem of direction-of-arrival (DOA) estimation of multiple wideband coherent chirp signals, and a new method is proposed. The new method is based on signal component analysis of the array output covariance, instead of the complicated time-frequency analysis used in previous literatures, and thus is more compact and effectively avoids possible signal energy loss during the hyper-processes. Moreover, the a priori information of signal number is no longer a necessity for DOA estimation in the new method. Simulation results demonstrate the performance superiority of the new method over previous ones. MDPI 2013-08-29 /pmc/articles/PMC3821291/ /pubmed/23995096 http://dx.doi.org/10.3390/s130911490 Text en © 2013 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
Sha, Zhichao
Liu, Zhengmeng
Huang, Zhitao
Zhou, Yiyu
Covariance-Based Direction-of-Arrival Estimation of Wideband Coherent Chirp Signals via Sparse Representation
title Covariance-Based Direction-of-Arrival Estimation of Wideband Coherent Chirp Signals via Sparse Representation
title_full Covariance-Based Direction-of-Arrival Estimation of Wideband Coherent Chirp Signals via Sparse Representation
title_fullStr Covariance-Based Direction-of-Arrival Estimation of Wideband Coherent Chirp Signals via Sparse Representation
title_full_unstemmed Covariance-Based Direction-of-Arrival Estimation of Wideband Coherent Chirp Signals via Sparse Representation
title_short Covariance-Based Direction-of-Arrival Estimation of Wideband Coherent Chirp Signals via Sparse Representation
title_sort covariance-based direction-of-arrival estimation of wideband coherent chirp signals via sparse representation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3821291/
https://www.ncbi.nlm.nih.gov/pubmed/23995096
http://dx.doi.org/10.3390/s130911490
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