A non-contact method based on multiple signal classification algorithm to reduce the measurement time for accurately heart rate detection

被引:31
作者
Bechet, P. [1 ]
Mitran, R. [1 ]
Munteanu, M. [2 ]
机构
[1] Land Forces Acad, Dept Tech Sci, Sibiu, Romania
[2] Tech Univ Cluj Napoca, Dept Elect Measurements, Cluj Napoca, Romania
关键词
DOPPLER RADAR; TARGET LOCALIZATION;
D O I
10.1063/1.4818974
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Non-contact methods for the assessment of vital signs are of great interest for specialists due to the benefits obtained in both medical and special applications, such as those for surveillance, monitoring, and search and rescue. This paper investigates the possibility of implementing a digital processing algorithm based on the MUSIC (Multiple Signal Classification) parametric spectral estimation in order to reduce the observation time needed to accurately measure the heart rate. It demonstrates that, by proper dimensioning the signal subspace, the MUSIC algorithm can be optimized in order to accurately assess the heart rate during an 8-28 s time interval. The validation of the processing algorithm performance was achieved by minimizing the mean error of the heart rate after performing simultaneous comparative measurements on several subjects. In order to calculate the error the reference value of heart rate was measured using a classic measurement system through direct contact. (C) 2013 AIP Publishing LLC.
引用
收藏
页数:9
相关论文
共 26 条
[1]   A New Measurement Method Based on Music Algorithm for Through-the-Wall Detection of Life Signs [J].
Ascione, Marcello ;
Buonanno, Aniello ;
D'Urso, Michele ;
Angrisani, Leopoldo ;
Lo Moriello, Rosario Schiano .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2013, 62 (01) :13-26
[2]  
D'Urso M., 2009, Progress In Electromagnetics Research C, V9, P119, DOI 10.2528/PIERC09061507
[3]   DETECTION AND IMAGING OF HUMAN BEINGS BEHIND A WALL USING THE DORT METHOD [J].
Davy, M. ;
Lepetit, T. ;
de Rosny, J. ;
Prada, C. ;
Fink, M. .
PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2010, 110 :353-369
[4]   Non-Contact Detection of Breathing Using a Microwave Sensor [J].
Dei, Devis ;
Grazzini, Gilberto ;
Luzi, Guido ;
Pieraccini, Massimiliano ;
Atzeni, Carlo ;
Boncinelli, Sergio ;
Camiciottoli, Gianna ;
Castellani, Walter ;
Marsili, Massimo ;
Lo Dico, Juri .
SENSORS, 2009, 9 (04) :2574-2585
[5]   Range correlation and I/Q performance benefits in single-chip silicon Doppler radars for noncontact cardiopulmonary monitoring [J].
Droitcour, AD ;
Boric-Lubecke, O ;
Lubecke, VM ;
Lin, JS ;
Kovacs, GTA .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2004, 52 (03) :838-848
[6]  
Droitcour Amy Diane, 2006, Non-Contact Measurement of Heart and Respiration Rates with a Single-Chip Microwave Doppler Radar
[7]   Accurate Respiration Measurement Using DC-Coupled Continuous-Wave Radar Sensor for Motion-Adaptive Cancer Radiotherapy [J].
Gu, Changzhan ;
Li, Ruijiang ;
Zhang, Hualiang ;
Fung, Albert Y. C. ;
Torres, Carlos ;
Jiang, Steve B. ;
Li, Changzhi .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2012, 59 (11) :3117-3123
[8]  
Jang B.-J, 2008, Progress In Electromagnetics Research C, V5, P149
[9]   A NOVEL APPROACH TO TARGET LOCALIZATION THROUGH UNKNOWN WALLS FOR THROUGH-THE-WALL RADAR IMAGING [J].
Jia, Y. ;
Kong, L. J. ;
Yang, X. B. .
PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2011, 119 :107-132
[10]  
Jianqi W., 2007, EURASIP J ADV SIG PR, V2007