Doppler Velocity Enhanced Range Migration Algorithm for High Resolution and Noise-Robust Three-Dimensional Radar Imaging

被引:5
|
作者
Ohmori, Tomoki [1 ]
Kidera, Shouhei [1 ,2 ]
机构
[1] Univ Electrocommun, Grad Sch Informat & Engn, Tokyo 1828585, Japan
[2] Japan Sci & Technol Agcy JST, PRESTO, Tokyo 1020076, Japan
基金
日本科学技术振兴机构;
关键词
Doppler effect; Spatial resolution; Radar imaging; Receivers; Radar; Radio transmitters; Apertures; Micro-doppler analysis; millimeter wave (MMW) short range radar; range migration algorithm (RMA); human motion recognition; MICRO-DOPPLER; SCATTERING;
D O I
10.1109/JSEN.2021.3098322
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Millimeter-wave and microwave short-range radar are among the most promising environmental sensing methods, with applications to situations that are otherwise optically invisible. This paper presents a Doppler velocity-enhanced range migration algorithm (RMA) that achieves both high spatial resolution and low-complexity three-dimensional (3-D) radar imaging. In this method, we address the problem of human body recognition with motion using the assumption that the motion of different human parts generates distinct micro-Doppler variations in the radar data. These variations could not only separate the RMA images with different Doppler velocities in a coherent integration-based radar imaging process, but enhances a noise reduction effect by decomposing in the Doppler velocity space. To achieve a low complexity in 3-D imaging, we incorporate the RMA method and Doppler velocity-based data decomposition. The results of numerical and experimental tests on a realistic human phantom with a walking motion demonstrate that our method provides more informative and highly separated 3-D images, even in much low SNR situation.
引用
收藏
页码:20616 / 20628
页数:13
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