Calibration Method of Array Errors for Wideband MIMO Imaging Radar Based on Multiple Prominent Targets
Wideband multiple-input-multiple-output (MIMO) imaging radar can achieve high-resolution imaging with a specific multi-antenna structure. However, its imaging performance is severely affected by the array errors, including the inter-channel errors and the position errors of all the transmitting and...
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doaj-f9fd1352a5e84bbfa72867117447b1642021-08-06T15:30:45ZengMDPI AGRemote Sensing2072-42922021-07-01132997299710.3390/rs13152997Calibration Method of Array Errors for Wideband MIMO Imaging Radar Based on Multiple Prominent TargetsZheng Zhao0Weiming Tian1Yunkai Deng2Cheng Hu3Tao Zeng4Radar Research Lab, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, ChinaKey Laboratory of Electronics and Information Technology in Satellite Navigation, Beijing Institute of Technology, Ministry of Education, Beijing 100081, ChinaRadar Research Lab, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, ChinaRadar Research Lab, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, ChinaRadar Research Lab, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, ChinaWideband multiple-input-multiple-output (MIMO) imaging radar can achieve high-resolution imaging with a specific multi-antenna structure. However, its imaging performance is severely affected by the array errors, including the inter-channel errors and the position errors of all the transmitting and receiving elements (TEs/REs). Conventional calibration methods are suitable for the narrow-band signal model, and cannot separate the element position errors from the array errors. This paper proposes a method for estimating and compensating the array errors of wideband MIMO imaging radar based on multiple prominent targets. Firstly, a high-precision target position estimation method is proposed to acquire the prominent targets’ positions without other equipment. Secondly, the inter-channel amplitude and delay errors are estimated by solving an equation-constrained least square problem. After this, the element position errors are estimated with the genetic algorithm to eliminate the spatial-variant error phase. Finally, the feasibility and correctness of this method are validated with both simulated and experimental datasets.https://www.mdpi.com/2072-4292/13/15/2997MIMO imaging radararray error calibrationinter-channel errorelement position errorprominent target |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zheng Zhao Weiming Tian Yunkai Deng Cheng Hu Tao Zeng |
spellingShingle |
Zheng Zhao Weiming Tian Yunkai Deng Cheng Hu Tao Zeng Calibration Method of Array Errors for Wideband MIMO Imaging Radar Based on Multiple Prominent Targets Remote Sensing MIMO imaging radar array error calibration inter-channel error element position error prominent target |
author_facet |
Zheng Zhao Weiming Tian Yunkai Deng Cheng Hu Tao Zeng |
author_sort |
Zheng Zhao |
title |
Calibration Method of Array Errors for Wideband MIMO Imaging Radar Based on Multiple Prominent Targets |
title_short |
Calibration Method of Array Errors for Wideband MIMO Imaging Radar Based on Multiple Prominent Targets |
title_full |
Calibration Method of Array Errors for Wideband MIMO Imaging Radar Based on Multiple Prominent Targets |
title_fullStr |
Calibration Method of Array Errors for Wideband MIMO Imaging Radar Based on Multiple Prominent Targets |
title_full_unstemmed |
Calibration Method of Array Errors for Wideband MIMO Imaging Radar Based on Multiple Prominent Targets |
title_sort |
calibration method of array errors for wideband mimo imaging radar based on multiple prominent targets |
publisher |
MDPI AG |
series |
Remote Sensing |
issn |
2072-4292 |
publishDate |
2021-07-01 |
description |
Wideband multiple-input-multiple-output (MIMO) imaging radar can achieve high-resolution imaging with a specific multi-antenna structure. However, its imaging performance is severely affected by the array errors, including the inter-channel errors and the position errors of all the transmitting and receiving elements (TEs/REs). Conventional calibration methods are suitable for the narrow-band signal model, and cannot separate the element position errors from the array errors. This paper proposes a method for estimating and compensating the array errors of wideband MIMO imaging radar based on multiple prominent targets. Firstly, a high-precision target position estimation method is proposed to acquire the prominent targets’ positions without other equipment. Secondly, the inter-channel amplitude and delay errors are estimated by solving an equation-constrained least square problem. After this, the element position errors are estimated with the genetic algorithm to eliminate the spatial-variant error phase. Finally, the feasibility and correctness of this method are validated with both simulated and experimental datasets. |
topic |
MIMO imaging radar array error calibration inter-channel error element position error prominent target |
url |
https://www.mdpi.com/2072-4292/13/15/2997 |
work_keys_str_mv |
AT zhengzhao calibrationmethodofarrayerrorsforwidebandmimoimagingradarbasedonmultipleprominenttargets AT weimingtian calibrationmethodofarrayerrorsforwidebandmimoimagingradarbasedonmultipleprominenttargets AT yunkaideng calibrationmethodofarrayerrorsforwidebandmimoimagingradarbasedonmultipleprominenttargets AT chenghu calibrationmethodofarrayerrorsforwidebandmimoimagingradarbasedonmultipleprominenttargets AT taozeng calibrationmethodofarrayerrorsforwidebandmimoimagingradarbasedonmultipleprominenttargets |
_version_ |
1721217749865201664 |