TR2022-067
Spatial-Domain Mutual Interference Mitigation for Slow-Time MIMO-FMCW Automotive Radar
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- "Spatial-Domain Mutual Interference Mitigation for Slow-Time MIMO-FMCW Automotive Radar", IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), DOI: 10.1109/SAM53842.2022.9827852, June 2022.BibTeX TR2022-067 PDF
- @inproceedings{Jin2022jun,
- author = {Jin, Sian and Wang, Pu and Boufounos, Petros T. and Orlik, Philip V. and Takahashi, Ryuhei and Roy, Sumit},
- title = {Spatial-Domain Mutual Interference Mitigation for Slow-Time MIMO-FMCW Automotive Radar},
- booktitle = {IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM)},
- year = 2022,
- month = jun,
- doi = {10.1109/SAM53842.2022.9827852},
- issn = {2151-870X},
- isbn = {978-1-6654-0633-8},
- url = {https://www.merl.com/publications/TR2022-067}
- }
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- "Spatial-Domain Mutual Interference Mitigation for Slow-Time MIMO-FMCW Automotive Radar", IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), DOI: 10.1109/SAM53842.2022.9827852, June 2022.
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Abstract:
This paper considers mutual interference mitigation among automotive radars using frequency modulated continuous wave (FMCW) for the signaling scheme and multiple-input multiple-output (MIMO) for achieving a virtual array. For the first time, we derive a general interference signal model that fully accounts for not only the time-frequency incoherence, but also the slow-time code incoherence. Together with a standard MIMO-FMCW object signal model, we formulate the interference mitigation as a spatial-domain detection problem and propose a generalized likelihood ratio test (GLRT) detector. Moreover, we derive the exact theoretical performance of the proposed GLRT detector, proving that it is a constant false alarm rate (CFAR) detector against MIMO-FMCW mutual interference. Preliminary numerical results confirm the performance of our proposed detector and show advantages to baseline detectors.