Cargando…

A Channelization-Based DOA Estimation Method for Wideband Signals

In this paper, we propose a novel direction of arrival (DOA) estimation method for wideband signals with sensor arrays. The proposed method splits the wideband array output into multiple frequency sub-channels and estimates the signal parameters using a digital channelization receiver. Based on the...

Descripción completa

Detalles Bibliográficos
Autores principales: Guo, Rui, Zhang, Yue, Lin, Qianqiang, Chen, Zengping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4970080/
https://www.ncbi.nlm.nih.gov/pubmed/27384566
http://dx.doi.org/10.3390/s16071031
_version_ 1782445907402293248
author Guo, Rui
Zhang, Yue
Lin, Qianqiang
Chen, Zengping
author_facet Guo, Rui
Zhang, Yue
Lin, Qianqiang
Chen, Zengping
author_sort Guo, Rui
collection PubMed
description In this paper, we propose a novel direction of arrival (DOA) estimation method for wideband signals with sensor arrays. The proposed method splits the wideband array output into multiple frequency sub-channels and estimates the signal parameters using a digital channelization receiver. Based on the output sub-channels, a channelization-based incoherent signal subspace method (Channelization-ISM) and a channelization-based test of orthogonality of projected subspaces method (Channelization-TOPS) are proposed. Channelization-ISM applies narrowband signal subspace methods on each sub-channel independently. Then the arithmetic mean or geometric mean of the estimated DOAs from each sub-channel gives the final result. Channelization-TOPS measures the orthogonality between the signal and the noise subspaces of the output sub-channels to estimate DOAs. The proposed channelization-based method isolates signals in different bandwidths reasonably and improves the output SNR. It outperforms the conventional ISM and TOPS methods on estimation accuracy and dynamic range, especially in real environments. Besides, the parallel processing architecture makes it easy to implement on hardware. A wideband digital array radar (DAR) using direct wideband radio frequency (RF) digitization is presented. Experiments carried out in a microwave anechoic chamber with the wideband DAR are presented to demonstrate the performance. The results verify the effectiveness of the proposed method.
format Online
Article
Text
id pubmed-4970080
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-49700802016-08-04 A Channelization-Based DOA Estimation Method for Wideband Signals Guo, Rui Zhang, Yue Lin, Qianqiang Chen, Zengping Sensors (Basel) Article In this paper, we propose a novel direction of arrival (DOA) estimation method for wideband signals with sensor arrays. The proposed method splits the wideband array output into multiple frequency sub-channels and estimates the signal parameters using a digital channelization receiver. Based on the output sub-channels, a channelization-based incoherent signal subspace method (Channelization-ISM) and a channelization-based test of orthogonality of projected subspaces method (Channelization-TOPS) are proposed. Channelization-ISM applies narrowband signal subspace methods on each sub-channel independently. Then the arithmetic mean or geometric mean of the estimated DOAs from each sub-channel gives the final result. Channelization-TOPS measures the orthogonality between the signal and the noise subspaces of the output sub-channels to estimate DOAs. The proposed channelization-based method isolates signals in different bandwidths reasonably and improves the output SNR. It outperforms the conventional ISM and TOPS methods on estimation accuracy and dynamic range, especially in real environments. Besides, the parallel processing architecture makes it easy to implement on hardware. A wideband digital array radar (DAR) using direct wideband radio frequency (RF) digitization is presented. Experiments carried out in a microwave anechoic chamber with the wideband DAR are presented to demonstrate the performance. The results verify the effectiveness of the proposed method. MDPI 2016-07-04 /pmc/articles/PMC4970080/ /pubmed/27384566 http://dx.doi.org/10.3390/s16071031 Text en © 2016 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 (CC-BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Guo, Rui
Zhang, Yue
Lin, Qianqiang
Chen, Zengping
A Channelization-Based DOA Estimation Method for Wideband Signals
title A Channelization-Based DOA Estimation Method for Wideband Signals
title_full A Channelization-Based DOA Estimation Method for Wideband Signals
title_fullStr A Channelization-Based DOA Estimation Method for Wideband Signals
title_full_unstemmed A Channelization-Based DOA Estimation Method for Wideband Signals
title_short A Channelization-Based DOA Estimation Method for Wideband Signals
title_sort channelization-based doa estimation method for wideband signals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4970080/
https://www.ncbi.nlm.nih.gov/pubmed/27384566
http://dx.doi.org/10.3390/s16071031
work_keys_str_mv AT guorui achannelizationbaseddoaestimationmethodforwidebandsignals
AT zhangyue achannelizationbaseddoaestimationmethodforwidebandsignals
AT linqianqiang achannelizationbaseddoaestimationmethodforwidebandsignals
AT chenzengping achannelizationbaseddoaestimationmethodforwidebandsignals
AT guorui channelizationbaseddoaestimationmethodforwidebandsignals
AT zhangyue channelizationbaseddoaestimationmethodforwidebandsignals
AT linqianqiang channelizationbaseddoaestimationmethodforwidebandsignals
AT chenzengping channelizationbaseddoaestimationmethodforwidebandsignals