Through-Wall Multiple Targets Vital Signs Tracking Based on VMD Algorithm

被引:74
作者
Yan, Jiaming [1 ]
Hong, Hong [1 ]
Zhao, Heng [1 ]
Li, Yusheng [1 ]
Gu, Chen [1 ]
Zhu, Xiaohua [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Elect & Opt Engn, Nanjing 210094, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
ultra-wideband radar; variational mode decomposition; time-frequency analysis; through-wall detection; UWB RADAR; IMAGING-SYSTEM; OPTIMIZATION; IMAGES;
D O I
10.3390/s16081293
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Targets located at the same distance are easily neglected in most through-wall multiple targets detecting applications which use the single-input single-output (SISO) ultra-wideband (UWB) radar system. In this paper, a novel multiple targets vital signs tracking algorithm for through-wall detection using SISO UWB radar has been proposed. Taking advantage of the high-resolution decomposition of the Variational Mode Decomposition (VMD) based algorithm, the respiration signals of different targets can be decomposed into different sub-signals, and then, we can track the time-varying respiration signals accurately when human targets located in the same distance. Intensive evaluation has been conducted to show the effectiveness of our scheme with a 0.15 m thick concrete brick wall. Constant, piecewise-constant and time-varying vital signs could be separated and tracked successfully with the proposed VMD based algorithm for two targets, even up to three targets. For the multiple targets' vital signs tracking issues like urban search and rescue missions, our algorithm has superior capability in most detection applications.
引用
收藏
页数:11
相关论文
共 32 条
[1]   Fast Optimization of Through-Wall Radar Images Via the Method of Lagrange Multipliers [J].
Browne, Kenneth E. ;
Burkholder, Robert J. ;
Volakis, John L. .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2013, 61 (01) :320-328
[2]   Nonlinear Optimization of Radar Images From a Through-Wall Sensing System via the Lagrange Multiplier Method [J].
Browne, Kenneth E. ;
Burkholder, Robert J. .
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2012, 9 (05) :803-807
[3]  
Bugaev AS, 2004, PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON GROUND PENETRATING RADAR, VOLS 1 AND 2, P291
[4]   A Through-Dielectric Radar Imaging System [J].
Charvat, Gregory L. ;
Kempel, Leo C. ;
Rothwell, Edward J. ;
Coleman, Christopher M. ;
Mokole, Eric L. .
IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2010, 58 (08) :2594-2603
[5]   Refocusing through building walls using synthetic aperture radar [J].
Dehmollaian, Mojtaba ;
Sarabandi, Kamal .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2008, 46 (06) :1589-1599
[6]   Variational Mode Decomposition [J].
Dragomiretskiy, Konstantin ;
Zosso, Dominique .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2014, 62 (03) :531-544
[7]   Frequency-Modulated Interrupted Continuous Wave as Wall Removal Technique in Through-the-Wall Imaging [J].
Fioranelli, Francesco ;
Salous, Sana ;
Raimundo, Xavier .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (10) :6272-6283
[8]   Multiple Extended Target Tracking for Through-Wall Radars [J].
Gennarelli, Gianluca ;
Vivone, Gemine ;
Braca, Paolo ;
Soldovieri, Francesco ;
Amin, Moeness G. .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 53 (12) :6482-6494
[9]   Assessment of Human Respiration Patterns via Noncontact Sensing Using Doppler Multi-Radar System [J].
Gu, Changzhan ;
Li, Changzhi .
SENSORS, 2015, 15 (03) :6383-6398
[10]   CTBV Integrated Impulse Radio Design for Biomedical Applications [J].
Hjortland, Hakon A. ;
Lande, Tor Sverre Bassen .
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2009, 3 (02) :79-88