Title :
A computationally efficient algorithm for ultrasonic signal decomposition and flaw detection
Author :
Kasaeifard, Alireza ; Saniie, Jafar ; Oruklu, Erdal
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL, USA
Abstract :
Chirp pulses are often used as an effective technique for ultrasonic imaging in NDE or flaw detection applications. Chirp echoes characterize dispersive media while enabling pulse compression and improved echo detection. Characterizing defects in large grain materials is a complex and challenging problem in ultrasonic imaging applications. The complexity is caused by microstructure scattering which often results in interference and masking of ultrasonic flaw echoes. Therefore methods to unravel these complex signals are advantageous. In this investigation, a computationally efficient method for parameter estimation of ultrasonic signals, consisting multiple chirplet echoes is introduced. Analytical results show that the algorithm is efficient and successful in signal representation.
Keywords :
acoustic signal processing; echo; flaw detection; ultrasonic imaging; ultrasonic materials testing; chirp echoes; chirp pulses; complexity; computationally efficient algorithm; echo detection; flaw detection; interference; masking; microstructure scattering; pulse compression; ultrasonic imaging; ultrasonic signal decomposition; Acoustics; Chirp; Fitting; Matching pursuit algorithms; Parameter estimation; Random access memory; Time frequency analysis; Chirp echoes; computation; ellipse fitting; ultrasonic signal decomposition;
Conference_Titel :
Ultrasonics Symposium (IUS), 2011 IEEE International
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-4577-1253-1
DOI :
10.1109/ULTSYM.2011.0267