Title :
Parallel implementation of a Choi-Williams TFD for Doppler signal analysis
Author :
Cardoso, José C. ; Fish, Peter J. ; Ruano, M. Graça
Author_Institution :
Seccao de Engenharias, Univ. de Tras-os-Montes e Alto Douro, Portugal
fDate :
29 Oct-1 Nov 1998
Abstract :
The spectral width and mean frequency of Doppler signals is used to measure and characterise lesion-induced flow disturbance. Conventional methods of spectral estimation based on the Fourier transform compromise the measurement accuracy since these methods implicitly assume signal stationarity during the signal window under analysis. New methods based on Time-Frequency Distribution (TFD), especially developed for non-stationary signal analysis, are now being introduced which avoid these limitations, at the cost of an increase in the computation burden required. This paper describes the parallel implementation of one TFD method, the Choi-Williams Distribution (CWD), in a transputer platform with 5 processors. The goal is to obtain a real time spectral analyser
Keywords :
Doppler measurement; biomedical ultrasonics; blood flow measurement; medical signal processing; parallel architectures; spectral analysis; time-frequency analysis; transputer systems; Choi-Williams time-frequency distribution; Doppler signal analysis; computation time; lesion-induced flow disturbance; mean frequency; measurement accuracy; nonstationary signal analysis; parallel implementation; real time spectral analyser; spectral width; transputer platform; Bandwidth; Blood flow; Fourier transforms; Frequency estimation; Instruments; Signal analysis; Signal processing; Signal resolution; Spectral analysis; Time frequency analysis;
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
Print_ISBN :
0-7803-5164-9
DOI :
10.1109/IEMBS.1998.747168