DocumentCode
1717193
Title
VLSI architecture of defect feature extraction based on wavelet packet in ultrasonic nondestructive test
Author
Shoushan, Liu ; Tongjun, Zhang ; Lijun, Bi ; Anli, Tao
Author_Institution
Coll. of Inf. & Electr. Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
Volume
1
fYear
2010
Abstract
This paper aims at the construction of VLSI architecture of defect extraction based on wavelet packet decomposition. The wavelet packet decomposition for defect feature extraction of ultrasonic signal in nondestructive test is discussed. Based on the features being extracted from decomposed coefficients at different scales and levels, the frame of defect feature extraction is confirmed. The VLSI architectures of wavelet packet decomposition and feature extraction algorithms are configured. The architectures are implemented in FPGA. According to the implementations in FPGAs and experiments to defects classification, the VLSI architecture of defect feature extraction provides a practical and effective solution to real-time embedded reconfigurable ultrasonic signal processing applications.
Keywords
VLSI; feature extraction; nondestructive testing; real-time systems; ultrasonic applications; wavelet transforms; FPGA; VLSI architecture; defect feature extraction algorithm; real-time embedded reconfigurable ultrasonic signal processing; ultrasonic nondestructive test; wavelet packet decomposition; Acoustics; Computer architecture; Discrete wavelet transforms; Feature extraction; Field programmable gate arrays; Signal processing algorithms; Wavelet packets; VLSI; architecture; feature extraction; wavelet packet;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Systems (ICSPS), 2010 2nd International Conference on
Conference_Location
Dalian
Print_ISBN
978-1-4244-6892-8
Electronic_ISBN
978-1-4244-6893-5
Type
conf
DOI
10.1109/ICSPS.2010.5555597
Filename
5555597
Link To Document