DocumentCode :
2580026
Title :
A Novel Heart Rate Detection Algorithm in Ballistocardiogram Based on Wavelet Transform
Author :
Jin, Jingjing ; Wang, Xu ; Li, Shilong ; Wu, Yingnan
Author_Institution :
Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang
fYear :
2009
fDate :
23-25 Jan. 2009
Firstpage :
76
Lastpage :
79
Abstract :
The heart´s mechanical activity while pumping out blood causes the vibration of physical and the object connecting with physical. The vibration is rhythmically with the heart rate and record as ballistocardiogram (BCG) on the spinal axis of the body. It is able to know humanpsilas heart rate by measuring the vibration. BCG is weak non-stationary random signal and contains a lot of noise caused by the impact of human and equipment. So heart rate detection from the original acquisition BCG is difficult. Through discrete sequence wavelet transform, BCG is preprocessed by translation invariant method based on adaptive threshold wavelet shrinkage. Choosing proper wavelet base and adaptive threshold function, estimating the noise variance are done at the same time. The characteristics of BCG are retained while eliminating noise. Based on de-noised BCG, the heart rate of subject is detected by using pseudo-period detection method. A single channel ECG is recorded synchronously to test the veracity. The result shows that it is the same as heart rate gained from ECG.
Keywords :
biomechanics; cardiology; discrete wavelet transforms; haemodynamics; medical signal detection; medical signal processing; signal denoising; ballistocardiogram; discrete sequence wavelet transform; heart rate detection algorithm; noise variance estimation; nonstationary random signal; pseudo period detection method; signal denoising; threshold wavelet shrinkage; translation invariant method; Blood; Discrete wavelet transforms; Electrocardiography; Heart rate; Heart rate detection; Humans; Joining processes; Testing; Vibration measurement; Wavelet transforms; ballistocardiogram; heart rate; pseudo-period detection; wavelet transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Knowledge Discovery and Data Mining, 2009. WKDD 2009. Second International Workshop on
Conference_Location :
Moscow
Print_ISBN :
978-0-7695-3543-2
Type :
conf
DOI :
10.1109/WKDD.2009.98
Filename :
4771882
Link To Document :
بازگشت