Title :
Blind signal separation with undersampled signals for frequency modulated echoes
Author :
Tsuruta, Kohsuke ; Teramoto, Kenbu ; Kido, Kohichiro ; Mori, Hiroyuki
Author_Institution :
Saga Univ., Japan
Abstract :
Ultrasound technology in medical examinations has developed further in recent years. Above all, the system monitoring the fetal well-being with ultrasonic echoes becomes most popular in obstetrics. However, it retains several problem that the observed echoes may include the information of the maternal body, and acoustic transfer functions are affected by the fetal movement. This paper proposes a novel monitoring system utilizing blind signal separation (BSS), which is a method for recovering a set of source signals from their mixtures without any knowledge about the mixing process.
Keywords :
acoustic signal processing; blind source separation; demodulation; echocardiography; independent component analysis; medical signal processing; obstetrics; signal sampling; acoustic transfer functions; blind signal separation; fetal heart; fetal monitoring; frequency modulated echoes; independent component analysis; judging matrix; obstetrics; ultrasonic Doppler measurement; undersampled data; whitening matrix; Arteries; Blind source separation; Blood flow; Equations; Frequency modulation; Heart; Monitoring; Signal processing; Transducers; Ultrasonic imaging;
Conference_Titel :
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN :
0-7803-7631-5
DOI :
10.1109/SICE.2002.1195632