Calibration of Motional Frequency Spread for Wide-Band FMCW Automotive Millimeter-Wave Radar

As a key module for self-driving cars and advanced driver assistant systems (ADAS), frequency modulation continuous wave (FMCW) automotive millimeter-wave (mmwave) radar has a good market prospect. Due to the relative motion of target and radar in the detection window, the motional frequency spread...

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Main Authors: Cheng Zhang, Mengde Cao, Yuqin Gong, Yang Li, Yongming Huang, Haiming Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8957558/
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spelling doaj-b307ddd2113f4f979e7d0fa6d62368f22021-03-30T03:06:42ZengIEEEIEEE Access2169-35362020-01-018143551436610.1109/ACCESS.2020.29662228957558Calibration of Motional Frequency Spread for Wide-Band FMCW Automotive Millimeter-Wave RadarCheng Zhang0https://orcid.org/0000-0003-2663-4207Mengde Cao1https://orcid.org/0000-0003-3318-9340Yuqin Gong2https://orcid.org/0000-0002-5531-8767Yang Li3https://orcid.org/0000-0001-8552-1726Yongming Huang4https://orcid.org/0000-0003-3616-4616Haiming Wang5https://orcid.org/0000-0002-6156-258XSchool of Information Science and Engineering, Southeast University, Nanjing, ChinaSchool of Information Science and Engineering, Southeast University, Nanjing, ChinaSchool of Information Science and Engineering, Southeast University, Nanjing, ChinaSchool of Information Science and Engineering, Southeast University, Nanjing, ChinaSchool of Information Science and Engineering, Southeast University, Nanjing, ChinaSchool of Information Science and Engineering, Southeast University, Nanjing, ChinaAs a key module for self-driving cars and advanced driver assistant systems (ADAS), frequency modulation continuous wave (FMCW) automotive millimeter-wave (mmwave) radar has a good market prospect. Due to the relative motion of target and radar in the detection window, the motional frequency spread is inevitable especially for wide-band FMCW automotive mmwave radar systems with large bandwidth and possible high-speed motion. In this paper, for wide-band FMCW automotive mmwave radar systems, we first derive analytical expressions of the motional frequency interference term and phase interference term in the intermediate frequency (IF) signal. Then, the effect of frequency spread is comprehensively analyzed with the help of numerical results. Motivated by the mechanism and influence of frequency spread, we propose three schemes for motional frequency spread calibration with different performance-complexity tradeoff. Finally, simulations verify that the proposed schemes can effectively compensate the degradation of system resolution and parameter estimation accuracy due to frequency spread.https://ieeexplore.ieee.org/document/8957558/Automotive radarcalibrationfrequency spreadmillimeter-wavewide-band FMCW
collection DOAJ
language English
format Article
sources DOAJ
author Cheng Zhang
Mengde Cao
Yuqin Gong
Yang Li
Yongming Huang
Haiming Wang
spellingShingle Cheng Zhang
Mengde Cao
Yuqin Gong
Yang Li
Yongming Huang
Haiming Wang
Calibration of Motional Frequency Spread for Wide-Band FMCW Automotive Millimeter-Wave Radar
IEEE Access
Automotive radar
calibration
frequency spread
millimeter-wave
wide-band FMCW
author_facet Cheng Zhang
Mengde Cao
Yuqin Gong
Yang Li
Yongming Huang
Haiming Wang
author_sort Cheng Zhang
title Calibration of Motional Frequency Spread for Wide-Band FMCW Automotive Millimeter-Wave Radar
title_short Calibration of Motional Frequency Spread for Wide-Band FMCW Automotive Millimeter-Wave Radar
title_full Calibration of Motional Frequency Spread for Wide-Band FMCW Automotive Millimeter-Wave Radar
title_fullStr Calibration of Motional Frequency Spread for Wide-Band FMCW Automotive Millimeter-Wave Radar
title_full_unstemmed Calibration of Motional Frequency Spread for Wide-Band FMCW Automotive Millimeter-Wave Radar
title_sort calibration of motional frequency spread for wide-band fmcw automotive millimeter-wave radar
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description As a key module for self-driving cars and advanced driver assistant systems (ADAS), frequency modulation continuous wave (FMCW) automotive millimeter-wave (mmwave) radar has a good market prospect. Due to the relative motion of target and radar in the detection window, the motional frequency spread is inevitable especially for wide-band FMCW automotive mmwave radar systems with large bandwidth and possible high-speed motion. In this paper, for wide-band FMCW automotive mmwave radar systems, we first derive analytical expressions of the motional frequency interference term and phase interference term in the intermediate frequency (IF) signal. Then, the effect of frequency spread is comprehensively analyzed with the help of numerical results. Motivated by the mechanism and influence of frequency spread, we propose three schemes for motional frequency spread calibration with different performance-complexity tradeoff. Finally, simulations verify that the proposed schemes can effectively compensate the degradation of system resolution and parameter estimation accuracy due to frequency spread.
topic Automotive radar
calibration
frequency spread
millimeter-wave
wide-band FMCW
url https://ieeexplore.ieee.org/document/8957558/
work_keys_str_mv AT chengzhang calibrationofmotionalfrequencyspreadforwidebandfmcwautomotivemillimeterwaveradar
AT mengdecao calibrationofmotionalfrequencyspreadforwidebandfmcwautomotivemillimeterwaveradar
AT yuqingong calibrationofmotionalfrequencyspreadforwidebandfmcwautomotivemillimeterwaveradar
AT yangli calibrationofmotionalfrequencyspreadforwidebandfmcwautomotivemillimeterwaveradar
AT yongminghuang calibrationofmotionalfrequencyspreadforwidebandfmcwautomotivemillimeterwaveradar
AT haimingwang calibrationofmotionalfrequencyspreadforwidebandfmcwautomotivemillimeterwaveradar
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