High-resolution Imaging and Separation of Multiple Pedestrians Using UWB Doppler Radar Interferometry with Adaptive Beamforming Technique

被引:0
|
作者
Anabuki, Motoshi [1 ]
Okumura, Shigeaki [1 ]
Sakamoto, Takuya [1 ,2 ]
Saho, Kenshi [3 ]
Sato, Toru [1 ]
Yoshioka, Mototaka [4 ]
Inoue, Kenichi [4 ]
Fukuda, Takeshi [4 ]
Sakai, Hiroyuki [4 ]
机构
[1] Kyoto Univ, Grad Sch Informat, Kyoto, Japan
[2] Univ Hyogo, Grad Sch Engn, Kobe, Hyogo, Japan
[3] Ritsumeikan Univ, Coll Sci & Engn, Shiga, Japan
[4] Panasonic Corp, Adv Res Div, Kyoto, Japan
关键词
UWB radar; high-resolution imaging; UWB Doppler radar interferometry; adaptive array processing; k-nearest neighbor; UNITARY ESPRIT; CLASSIFICATION; ACCURATE;
D O I
暂无
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
Ultra-wideband (UWB) radar imaging has attracted attention for use in security and intelligent transportation system (ITS) applications. Conventional UWB Doppler interferometry is an effective way to obtain high-resolution images while using a simple radar system. However, this method produces ghost images when multiple closely-spaced human targets are present. To resolve this problem, we propose a new technique that combines UWB Doppler interferometry with an adaptive beamforming method called estimation of signal parameters via rotational invariance techniques (ESPRIT). We also propose a tracking and separation algorithm that uses the k-nearest neighbor method. Through a combination of numerical simulations and measurements, we demonstrate the remarkable performance improvement that can be achieved using our proposed method. The proposed method can separate multiple humans with a root-mean-square error of 5.2 cm, which makes its accuracy 1.9 times higher than that of the conventional method.
引用
收藏
页码:469 / 473
页数:5
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