Human Target Localization Using Doppler Through-Wall Radar Based on Micro-Doppler Frequency Estimation

被引:21
作者
Ding, Yipeng [1 ]
Sun, Yinhua [1 ]
Huang, Guowei [1 ]
Liu, Runjin [1 ]
Yu, Xiali [1 ]
Xu, Xuemei [1 ]
机构
[1] Cent South Univ, Sch Phys & Elect, Changsha 410083, Peoples R China
基金
中国国家自然科学基金;
关键词
Doppler effect; Doppler radar; Frequency estimation; Transforms; Sensors; Estimation; Doppler through-wall radar; micro-Doppler frequency; Hough transform; Bezier fitting model; Doppler processing; TIME FOURIER-TRANSFORM; PARAMETER-ESTIMATION; MOTION; TRACKING;
D O I
10.1109/JSEN.2020.2983104
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
Micro-Doppler frequency estimation is an important issue for radar target recognition and localization. In this paper, a novel approach is proposed to accurately estimate the micro-Doppler frequencies of specific target scattering parts, which can be very promising in real-time human sensing applications. For this approach, the Hough transform with a set of Bezier fitting models is first applied to extract the echo component of the human lower leg and accurately estimate their micro-Doppler frequencies. Then, the original echo is demodulated based on the result of micro Doppler frequency estimation, and the echo of leg component is obtained. Finally, the short-time Fourier transform (STFT) algorithm is used to extract the Doppler frequency of the lower leg, and the target trajectory is synthesized by Doppler processing. Compared with the traditional localization algorithm, the proposed approach can greatly improve both the estimation accuracy of the target movement trajectory and the robustness of the Doppler through-wall radar system, and further improve the recognition and tracking targets ability of the system in different situations. Therefore, a series of experiments are conducted to illustrate the performance of the proposed approach.
引用
收藏
页码:8778 / 8788
页数:11
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