Vocal Signal Detection and Speaking-Human Localization With MIMO FMCW Radar

被引:17
|
作者
Han, Kawon [1 ]
Hong, Songcheol [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Elect Engn, Daejeon 305701, South Korea
关键词
Radar; Radar detection; MIMO communication; Location awareness; Vibrations; Array signal processing; Chirp; Frequency-modulated continuous-wave (FMCW) radar; human detection; multiple-input and multiple-output (MIMO) radar; random body movement; vocal vibration; BODY MOVEMENT CANCELLATION; DOPPLER RADAR; INTERFEROMETRY RADAR; MOTION; COMPENSATION; SYSTEM; SENSOR;
D O I
10.1109/TMTT.2021.3102233
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
This article proposes a method to detect vocal signals and the corresponding locations of multiple humans using a multiple-input and multiple-output (MIMO) frequency-modulated continuous-wave (FMCW) radar system. The signals of multiple humans are extracted with digital beamforming by the virtual array generated by MIMO radar processing. To remove body motion artifacts that distort the speech information detected by the radar, a body motion effect cancellation method is proposed. The technique allows recovering vocal signals from detected distorted signals by estimating phase variations due to body motions. A combination of the proposed vocal signal detection algorithm with a human localization one enables to detect speaking humans by means of the MIMO radar. Experiments verify that the proposed method can accurately locate and detect speaking humans based on their vocal vibration signals.
引用
收藏
页码:4791 / 4802
页数:12
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