Source separation applied to heartbeat Doppler radar

被引:0
|
作者
Petrochilos, Nicolas [1 ]
Hafner, Noah [1 ]
Host-Madsen, Anders [1 ]
Boric-Lubecke, Olga [1 ]
Lubecke, Victor [1 ]
机构
[1] Univ Hawaii Manoa, Dept Elect Engn, Honolulu, HI 96822 USA
关键词
Blind source separation; radar; array signal processing; Analytical Constant Modulus Algorithm; heartbeat remote sensing; Doppler radar;
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
Blind Source separation has been applied to a whole range of different problem using an antenna array. Many biomedical designs for hearbeat separation already have been proposed [1], where the operational setup consists of disposing several patches on the pregnant woman in order to monitor remotely the heartbeat of the fetus. Alternatively, a Doppler radar can monitor heart beat in applications as post-disaster emergency rescue situations, counter-terrorism measures, and hospital medical monitoring. One problem is to isolate and separate heart beat from several subjects. In this paper we present our algorithm based on ACMA [2] and evaluate it though simulations.
引用
收藏
页码:465 / 470
页数:6
相关论文
共 50 条
  • [21] Heartbeat Harmonics Detectability During Driving Simulation Using NHA and CW Doppler Radar
    Horimoto, Taichi
    Konishi, Takuro
    Koyama, Shotarou
    Kawamura, Hirohide
    Goto, Ryota
    Suzuki, Tsubasa
    Hasegawa, Masaya
    Hirobayashi, Shigeki
    Yoshida, Kazuo
    IEEE ACCESS, 2023, 11 : 51502 - 51514
  • [22] Heartbeat Detection by Using Doppler Radar with Wavelet Transform Based on Scale Factor Learning
    Tomii, Shoichiro
    Ohtsuki, Tomoaki
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, : 483 - 488
  • [23] Separation of Doppler radar-based respiratory signatures
    Yee Siong Lee
    Pubudu N. Pathirana
    Robin J. Evans
    Christopher L. Steinfort
    Medical & Biological Engineering & Computing, 2016, 54 : 1169 - 1179
  • [24] Separation of Doppler radar-based respiratory signatures
    Lee, Yee Siong
    Pathirana, Pubudu N.
    Evans, Robin J.
    Steinfort, Christopher L.
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2016, 54 (08) : 1169 - 1179
  • [25] Validation of CW Doppler Radar Embedded Within Driving Seat For Heartbeat Detection Using NHA
    Konishi, Takuro
    Kawamura, Hirohide
    Furuta, So
    Hirobayashi, Shigeki
    Yoshida, Kazuo
    2021 IEEE 3RD GLOBAL CONFERENCE ON LIFE SCIENCES AND TECHNOLOGIES (IEEE LIFETECH 2021), 2021, : 317 - 318
  • [26] The Extended LM method For Multiple Frequencies Micro-Doppler Radar for Human Heartbeat Sensing
    Kim, Dong Kyoo
    Kim, Youjin
    2019 IEEE 9TH INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE-BERLIN), 2019, : 61 - 63
  • [27] A CURSORY STUDY OF F-FACTOR APPLIED TO DOPPLER RADAR
    ELMORE, KL
    SAND, WR
    THIRD INTERNATIONAL CONFERENCE ON THE AVIATION WEATHER SYSTEM, 1988, : 130 - 134
  • [28] Ultrawideband Radar Imaging Using Adaptive Array and Doppler Separation
    Anabuki, Motoshi
    Okumura, Shigeaki
    Sato, Toru
    Sakamoto, Takuya
    Saho, Kenshi
    Yoshioka, Mototaka
    Inoue, Kenichi
    Fukuda, Takeshi
    Sakai, Hiroyuki
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2017, 53 (01) : 190 - 200
  • [29] DOPPLER BASED DETECTION OF MULTIPLE TARGETS IN PASSIVE WI-FI RADAR USING UNDERDETERMINED BLIND SOURCE SEPARATION
    Chen, Qingchao
    Tan, Bo
    Woodbridge, Karl
    Chetty, Kevin
    2018 INTERNATIONAL CONFERENCE ON RADAR (RADAR), 2018,
  • [30] Source separation techniques applied to astrophysical maps
    Salerno, E
    Tonazzini, A
    Kuruoglu, EE
    Bedini, L
    Herranz, D
    Baccigalupi, C
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 3, PROCEEDINGS, 2004, 3215 : 426 - 432