MIMO Doppler Radar Using Khatri-Rao Product Virtual Array for Indoor Human Detection

被引:12
|
作者
Wakamatsu, Yosuke [1 ]
Yamada, Hiroyoshi [1 ]
Yamaguchi, Yoshio [1 ]
机构
[1] Niigata Univ, Grad Sch Sci & Technol, Niigata 9502181, Japan
关键词
MIMO radar; Doppler frequency; indoor location estimation; Khatri-Rao product; DOA ESTIMATION;
D O I
10.1587/transcom.2015ISP0029
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
The MIMO technique can improve system performance of not only communication system but also of radar systems. In this paper, we apply the MIMO radar with enhanced angular resolution to the indoor location estimation of humans. The Khatri-Rao (KR) matrix product is also adopted for further angular resolution enhancement. We show that the MIMO radar with the KR matrix product processing can increase the number of virtual elements effectively with suitable element arrangement, hence higher angular resolution can be realized. In general, the KR matrix product processing is not suitable for coherent radar because of signal correlation. However, when targets signals have enough Doppler frequency differential against each other, this approach works well because the signals are decorrelated. In addition, Doppler filtering is introduced to remove unwanted responses of stationary objects which make human detection difficult with conventional methods. Computer simulation and experimental results are provided to show performance of the proposed method.
引用
收藏
页码:124 / 133
页数:10
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