Phase-Based Human Target 2-D Identification With a Mobile FMCW Radar Platform

被引:38
作者
Yan, Jiaming [1 ]
Zhang, Gepeng [1 ]
Hong, Hong [1 ]
Chu, Hui [1 ]
Li, Changzhi [2 ]
Zhu, Xiaohua [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Elect & Opt Engn, Nanjing 210094, Peoples R China
[2] Texas Tech Univ, Dept Elect & Comp Engn, Lubbock, TX 79409 USA
基金
中国国家自然科学基金;
关键词
Frequency-modulated continuous-wave (FMCW) radars; mobile platform; synthetic-aperture radar (SAR); 2-D mapping; vital signs; VITAL SIGNS; INTERFEROMETRY RADAR; RECOGNITION; COMPENSATION; LOCALIZATION;
D O I
10.1109/TMTT.2019.2939523
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
Identifying and locating human targets in a complex environment with a mobile radar platform are important for urban rescue missions. This article introduces a precise phase-based human target 2-D synthetic-aperture radar (SAR) imaging and recognition system based on vital sign tracking with a mobile frequency-modulated continuous-wave (FMCW) radar. The solution first relies on FMCW phase detection to extract the vital sign signal of the human target. It then applies the SAR imaging method to obtain the 2-D imaging of the scene and labels human targets in the detected 2-D map without manual selection. Experiments are carried out for the azimuth human target recognition, multiple human targets recognition, and 2-D mapping in a complex outdoor environment. The results show that the proposed solution can capture not only the vital signs of human subjects but also the precise position information for 2-D mapping, demonstrating great potential for search and rescue applications.
引用
收藏
页码:5348 / 5359
页数:12
相关论文
共 34 条
[1]  
Cancrinus N. A., 2017, THESIS
[2]   Target Recognition in Synthetic Aperture Radar Images via Matching of Attributed Scattering Centers [J].
Ding, Baiyuan ;
Wen, Gongjian ;
Huang, Xiaohong ;
Ma, Conghui ;
Yang, Xiaoliang .
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 10 (07) :3334-3347
[3]   Non-Contact Human Motion Recognition Based on UWB Radar [J].
Ding, Chuanwei ;
Zhang, Li ;
Gu, Chen ;
Bai, Lei ;
Liao, Zhicheng ;
Hong, Hong ;
Li, Yusheng ;
Zhu, Xiaohua .
IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2018, 8 (02) :306-315
[4]   Automatic Target Recognition in Synthetic Aperture Radar Imagery: A State-of-the-Art Review [J].
El-Darymli, Khalid ;
Gill, Eric W. ;
McGuire, Peter ;
Power, Desmond ;
Moloney, Cecilia .
IEEE ACCESS, 2016, 4 :6014-6058
[5]   Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks [J].
Gong, Maoguo ;
Zhao, Jiaojiao ;
Liu, Jia ;
Miao, Qiguang ;
Jiao, Licheng .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 27 (01) :125-138
[6]   Noncontact Sleep Stage Estimation Using a CW Doppler Radar [J].
Hong, Hong ;
Zhang, Li ;
Gu, Chen ;
Li, Yusheng ;
Zhou, Guangxin ;
Zhu, Xiaohua .
IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2018, 8 (02) :260-270
[7]   Noninvasive Measurement and Analysis of Laboratory Rat's Cardiorespiratory Movement [J].
Huang, Tien-Yu ;
Hayward, Linda F. ;
Lin, Jenshan .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2017, 65 (02) :574-581
[8]  
Hui X., 2019, NATURE ELECT
[9]   Design and Analysis of a 60-GHz CMOS Doppler Micro-Radar System-in-Package for Vital-Sign and Vibration Detection [J].
Kao, Te-Yu J. ;
Yan, Yan ;
Shen, Tze-Min ;
Chen, Austin Ying-Kuang ;
Lin, Jenshan .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2013, 61 (04) :1649-1659
[10]   Ultrawideband (UWB) Radar Imaging of Building Interior: Measurements and Predictions [J].
Le, Calvin ;
Dogaru, Traian ;
Nguyen, Lam ;
Ressler, Marc A. .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2009, 47 (05) :1409-1420