Title :
Doppler spectrogram analysis of human gait via iterative adaptive approach
Author :
Du, Liang ; Li, Jie ; Stoica, Petre ; Ling, Hai-Feng ; Ram, Shobha Sundar
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL
Abstract :
Doppler spectrogram analysis of the human gait is a useful tool for discriminating various micro Doppler tracks due to the movements of different body parts. A data-dependent algorithm, namely the short-time iterative adaptive approach, is used to obtain a more accurate spectrogram than the one provided by the conventional short-time Fourier transform-based approaches. The performance of the approaches is demonstrated and contrasted using both simulated and measured human gait data.
Keywords :
Doppler measurement; biomedical measurement; gait analysis; iterative methods; Doppler spectrogram analysis; human gait analysis; microDoppler track discrimination; short-time iterative adaptive approach algorithm;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20092769