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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2013
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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. |
format | Online Article Text |
id | pubmed-3821291 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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