Cargando…
Multi-Target Angle Tracking Algorithm for Bistatic MIMO Radar Based on the Elements of the Covariance Matrix
In this paper, we consider the problem of tracking the direction of arrivals (DOA) and the direction of departure (DOD) of multiple targets for bistatic multiple-input multiple-output (MIMO) radar. A high-precision tracking algorithm for target angle is proposed. First, the linear relationship betwe...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5876608/ https://www.ncbi.nlm.nih.gov/pubmed/29518957 http://dx.doi.org/10.3390/s18030805 |
_version_ | 1783310545122754560 |
---|---|
author | Zhang, Zhengyan Zhang, Jianyun Zhou, Qingsong Li, Xiaobo |
author_facet | Zhang, Zhengyan Zhang, Jianyun Zhou, Qingsong Li, Xiaobo |
author_sort | Zhang, Zhengyan |
collection | PubMed |
description | In this paper, we consider the problem of tracking the direction of arrivals (DOA) and the direction of departure (DOD) of multiple targets for bistatic multiple-input multiple-output (MIMO) radar. A high-precision tracking algorithm for target angle is proposed. First, the linear relationship between the covariance matrix difference and the angle difference of the adjacent moment was obtained through three approximate relations. Then, the proposed algorithm obtained the relationship between the elements in the covariance matrix difference. On this basis, the performance of the algorithm was improved by averaging the covariance matrix element. Finally, the least square method was used to estimate the DOD and DOA. The algorithm realized the automatic correlation of the angle and provided better performance when compared with the adaptive asymmetric joint diagonalization (AAJD) algorithm. The simulation results demonstrated the effectiveness of the proposed algorithm. The algorithm provides the technical support for the practical application of MIMO radar. |
format | Online Article Text |
id | pubmed-5876608 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-58766082018-04-09 Multi-Target Angle Tracking Algorithm for Bistatic MIMO Radar Based on the Elements of the Covariance Matrix Zhang, Zhengyan Zhang, Jianyun Zhou, Qingsong Li, Xiaobo Sensors (Basel) Article In this paper, we consider the problem of tracking the direction of arrivals (DOA) and the direction of departure (DOD) of multiple targets for bistatic multiple-input multiple-output (MIMO) radar. A high-precision tracking algorithm for target angle is proposed. First, the linear relationship between the covariance matrix difference and the angle difference of the adjacent moment was obtained through three approximate relations. Then, the proposed algorithm obtained the relationship between the elements in the covariance matrix difference. On this basis, the performance of the algorithm was improved by averaging the covariance matrix element. Finally, the least square method was used to estimate the DOD and DOA. The algorithm realized the automatic correlation of the angle and provided better performance when compared with the adaptive asymmetric joint diagonalization (AAJD) algorithm. The simulation results demonstrated the effectiveness of the proposed algorithm. The algorithm provides the technical support for the practical application of MIMO radar. MDPI 2018-03-07 /pmc/articles/PMC5876608/ /pubmed/29518957 http://dx.doi.org/10.3390/s18030805 Text en © 2018 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 Zhang, Zhengyan Zhang, Jianyun Zhou, Qingsong Li, Xiaobo Multi-Target Angle Tracking Algorithm for Bistatic MIMO Radar Based on the Elements of the Covariance Matrix |
title | Multi-Target Angle Tracking Algorithm for Bistatic MIMO Radar Based on the Elements of the Covariance Matrix |
title_full | Multi-Target Angle Tracking Algorithm for Bistatic MIMO Radar Based on the Elements of the Covariance Matrix |
title_fullStr | Multi-Target Angle Tracking Algorithm for Bistatic MIMO Radar Based on the Elements of the Covariance Matrix |
title_full_unstemmed | Multi-Target Angle Tracking Algorithm for Bistatic MIMO Radar Based on the Elements of the Covariance Matrix |
title_short | Multi-Target Angle Tracking Algorithm for Bistatic MIMO Radar Based on the Elements of the Covariance Matrix |
title_sort | multi-target angle tracking algorithm for bistatic mimo radar based on the elements of the covariance matrix |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5876608/ https://www.ncbi.nlm.nih.gov/pubmed/29518957 http://dx.doi.org/10.3390/s18030805 |
work_keys_str_mv | AT zhangzhengyan multitargetangletrackingalgorithmforbistaticmimoradarbasedontheelementsofthecovariancematrix AT zhangjianyun multitargetangletrackingalgorithmforbistaticmimoradarbasedontheelementsofthecovariancematrix AT zhouqingsong multitargetangletrackingalgorithmforbistaticmimoradarbasedontheelementsofthecovariancematrix AT lixiaobo multitargetangletrackingalgorithmforbistaticmimoradarbasedontheelementsofthecovariancematrix |