High-Resolution Automotive Imaging Using MIMO Radar and Doppler Beam Sharpening

被引:12
|
作者
Cassidy, Scott L. L. [1 ]
Pooni, Sukhjit [1 ]
Cherniakov, Mikhail [1 ]
Hoare, Edward G. G. [1 ]
Gashinova, Marina S. S. [1 ]
机构
[1] Univ Birmingham, Dept Elect Elect & Syst Engn, Birmingham B15 2TT, England
关键词
MIMO communication; Radar; Sensors; Radar imaging; Doppler effect; Array signal processing; Satellite broadcasting; Automotive radar; Doppler beam sharpening (DBS); millimeter-wave radar; radar imaging;
D O I
10.1109/TAES.2022.3203953
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
A highly detailed sensing of a vehicle's surrounding environment is a key requirement for the advancement of autonomous driving technology. While conventional automotive radar sensors remain robust under challenging weather conditions, poor cross-range resolution and high sidelobe levels present significant challenges. In this article, we propose an approach that combines multiple-input multiple-output (MIMO) beamforming with Doppler beam sharpening. We demonstrate a significant improvement in terms of cross-range resolution and, importantly, nearly 20-dB sidelobe suppression compared to conventional MIMO processing. This approach is investigated in detail and validated through theoretical analysis, simulation, and experiment using data recorded on a moving vehicle. We demonstrate performance that is comparable to a high-resolution mechanically scanned radar using a commercially available MIMO sensor.
引用
收藏
页码:1495 / 1505
页数:11
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