Title :
Vital Sign Detection Method Based on Multiple Higher Order Cumulant for Ultrawideband Radar
Author :
Xu, Yanyun ; Dai, Shun ; Wu, Shiyou ; Chen, Jie ; Fang, Guangyou
Author_Institution :
Key Lab. of Electromagn. Radiat. & Sensing Technol., Beijing, China
fDate :
4/1/2012 12:00:00 AM
Abstract :
The research on vital information extraction meets a lot challenges due to the narrow bandwidth and low signal-to-noise ratio of a vital sign in real environment. In this paper, a novel noncontract vital sign detection method based on multiple higher order cumulant is presented. According to the characteristic of vital sign for impulse ultrawideband radar, the quasi-periodic reflected echo in slow-time is analyzed. The novel method is theoretically deduced from fourth-order cumulant. It is proved to be better than the reference fast Fourier transform method by simulation and experiment. By using the new method, the range position and frequency information of life can be extracted accurately and automatically.
Keywords :
Fourier transforms; feature extraction; higher order statistics; object detection; ultra wideband radar; Fourier transform method; frequency information; higher order cumulant; impulse ultrawideband radar; low signal-to-noise ratio; narrow bandwidth; noncontract vital sign detection method; quasiperiodic reflected echo; range position information; vital information extraction; Clutter; Delay effects; Harmonic analysis; Heart beat; Mathematical model; Signal to noise ratio; Ultra wideband radar; Higher order cumulant (HOC); life sign detection; ultrawideband (UWB) radar; vital sign;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
DOI :
10.1109/TGRS.2011.2164928