Title :
Non-contact detection of Doppler bio-signals based on gradient decent and extended DACM algorithms
Author :
Qinyi Lv ; Tiancun Hu ; Shan Qiao ; Yongzhi Sun ; Jiangtao Huangfu ; Lixin Ran
Author_Institution :
Lab. of Appl. Res. on Electromagn. (ARE), Zhejiang Univ., Hangzhou, China
Abstract :
In this paper, we present a Doppler radar sensor based approach capable of detecting both small- and large-scale biological motions. To fully recover the time domain motion information from backscattered microwave signals, the gradient descent and the extended DACM algorithms are utilized to solve the problems caused by DC offset and phase wrapping issues. Experimental results show that both Doppler bio-signals of the small-scale human cardiac motion and the large-scale human walk can be accurately detected. The proposed approach provides a generalized method for detecting different Doppler bio-signals in biomedical and healthcare applications.
Keywords :
Doppler radar; backscatter; bioelectric potentials; cardiology; gait analysis; health care; medical signal detection; medical signal processing; sensors; DC offset; Doppler biosignal detection; Doppler radar sensor based approach; backscattered microwave signals; biomedical applications; gradient decent DACM algorithms; gradient extended DACM algorithms; healthcare applications; large-scale human walk detection; phase wrapping; small-scale human cardiac motion detection; time domain motion information; Biomedical measurement; Doppler effect; Doppler radar; Medical services; Microwave imaging; Microwave technology; Motion measurement; Cardiac motion; Doppler radar sensor; vital sign detection;
Conference_Titel :
Microwave Workshop Series on RF and Wireless Technologies for Biomedical and Healthcare Applications (IMWS-BIO), 2013 IEEE MTT-S International
Conference_Location :
Singapore
DOI :
10.1109/IMWS-BIO.2013.6756174