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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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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1724184011341824000 |