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 :
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