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Joint Angle-Doppler Estimation Algorithm Based on Time Reversal Post-Doppler Adaptive MUSIC in Low-Angle Multipath Environments
This letter proposes a time-reversal (TR) post-Doppler adaptive multiple signal classification (MUSIC) algorithm for multiple-input multiple-output (MIMO) radars, which addresses the joint estimation of angle and Doppler in diffuse multipath environments. First, an improving TR MIMO multipath model...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662674/ https://www.ncbi.nlm.nih.gov/pubmed/33143069 http://dx.doi.org/10.3390/s20216186 |
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author | Xiong, Chao Fan, Chongyi Huang, Xiaotao |
author_facet | Xiong, Chao Fan, Chongyi Huang, Xiaotao |
author_sort | Xiong, Chao |
collection | PubMed |
description | This letter proposes a time-reversal (TR) post-Doppler adaptive multiple signal classification (MUSIC) algorithm for multiple-input multiple-output (MIMO) radars, which addresses the joint estimation of angle and Doppler in diffuse multipath environments. First, an improving TR MIMO multipath model is proposed to avoid the ambiguity between the direction and Doppler in one round trip. Then, the letter designs a spatial filter matrix according to transmit-receive steering matrices, suppressing undesired round trips. Finally, we combine the post-Doppler adaptive MUSIC algorithm and the designed filter to estimate angle and Doppler jointly. Simulation results verify the applicability and effectiveness of the proposed model and algorithm. |
format | Online Article Text |
id | pubmed-7662674 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-76626742020-11-14 Joint Angle-Doppler Estimation Algorithm Based on Time Reversal Post-Doppler Adaptive MUSIC in Low-Angle Multipath Environments Xiong, Chao Fan, Chongyi Huang, Xiaotao Sensors (Basel) Letter This letter proposes a time-reversal (TR) post-Doppler adaptive multiple signal classification (MUSIC) algorithm for multiple-input multiple-output (MIMO) radars, which addresses the joint estimation of angle and Doppler in diffuse multipath environments. First, an improving TR MIMO multipath model is proposed to avoid the ambiguity between the direction and Doppler in one round trip. Then, the letter designs a spatial filter matrix according to transmit-receive steering matrices, suppressing undesired round trips. Finally, we combine the post-Doppler adaptive MUSIC algorithm and the designed filter to estimate angle and Doppler jointly. Simulation results verify the applicability and effectiveness of the proposed model and algorithm. MDPI 2020-10-30 /pmc/articles/PMC7662674/ /pubmed/33143069 http://dx.doi.org/10.3390/s20216186 Text en © 2020 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 | Letter Xiong, Chao Fan, Chongyi Huang, Xiaotao Joint Angle-Doppler Estimation Algorithm Based on Time Reversal Post-Doppler Adaptive MUSIC in Low-Angle Multipath Environments |
title | Joint Angle-Doppler Estimation Algorithm Based on Time Reversal Post-Doppler Adaptive MUSIC in Low-Angle Multipath Environments |
title_full | Joint Angle-Doppler Estimation Algorithm Based on Time Reversal Post-Doppler Adaptive MUSIC in Low-Angle Multipath Environments |
title_fullStr | Joint Angle-Doppler Estimation Algorithm Based on Time Reversal Post-Doppler Adaptive MUSIC in Low-Angle Multipath Environments |
title_full_unstemmed | Joint Angle-Doppler Estimation Algorithm Based on Time Reversal Post-Doppler Adaptive MUSIC in Low-Angle Multipath Environments |
title_short | Joint Angle-Doppler Estimation Algorithm Based on Time Reversal Post-Doppler Adaptive MUSIC in Low-Angle Multipath Environments |
title_sort | joint angle-doppler estimation algorithm based on time reversal post-doppler adaptive music in low-angle multipath environments |
topic | Letter |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662674/ https://www.ncbi.nlm.nih.gov/pubmed/33143069 http://dx.doi.org/10.3390/s20216186 |
work_keys_str_mv | AT xiongchao jointangledopplerestimationalgorithmbasedontimereversalpostdoppleradaptivemusicinlowanglemultipathenvironments AT fanchongyi jointangledopplerestimationalgorithmbasedontimereversalpostdoppleradaptivemusicinlowanglemultipathenvironments AT huangxiaotao jointangledopplerestimationalgorithmbasedontimereversalpostdoppleradaptivemusicinlowanglemultipathenvironments |