Title :
Echo identification by Singular Value Decomposition of Cross Wigner-Ville Distribution
Author :
Chi-Hang Kwan ; Sinclair, Anthony N.
Author_Institution :
Dept. of Mech. & Ind. Eng., Univ. of Toronto, Toronto, ON, Canada
Abstract :
We present a novel ultrasound echo identification technique based on the Singular Value Decomposition of Cross Wigner-Ville Distribution. The theoretical background is presented and followed with detailed explanation of each stage of the signal identification algorithm. We then apply this new echo separation method on asymmetric simulated ultrasound signals. The extracted echo time locations are in good agreement with the actual values.
Keywords :
acoustic signal processing; echo; singular value decomposition; ultrasonic materials testing; cross Wigner-Ville distribution; echo separation method; signal identification algorithm; singular value decomposition; ultrasound echo identification technique; Acoustics; Bandwidth; Matrix decomposition; Noise; Oscillators; Time-frequency analysis; Vectors; cross Wigner-Ville distribution; echo separation; pulse detection; singular value decomposition; time-frequency representation;
Conference_Titel :
Ultrasonics Symposium (IUS), 2014 IEEE International
Conference_Location :
Chicago, IL
DOI :
10.1109/ULTSYM.2014.0137