Best wavelet basis for wavelet transforms in acoustic emission signals of concrete damage process

被引:24
作者
Wang, Y. [1 ]
Chen, S. J. [1 ]
Liu, S. J. [1 ]
Hu, H. X. [1 ]
机构
[1] Hohai Univ, Coll Civil & Transportat Engn, Nanjing 210098, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
concrete; acoustic emission; wavelet transforms; the best wavelet basis; energy-entropy; PACKET ANALYSIS; ENTROPY; FIELDS;
D O I
10.1134/S1061830916030104
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
It is critical to select the best wavelet basis for implementing wavelet algorithms. Firstly, the mathematical characteristics of the eight kinds of wavelet basis commonly used in the field of engineering are summarized and compared based on the analysis of the features of acoustic emission signals from concrete damage process. Secondly, wavelet basis suitable for acoustic emission signals in concrete damage are given by the theoretical analysis. Finally, the best wavelet basis for wavelet transforms in acoustic emission signals of concrete damage process are obtained by calculating the energy entropy. The results show that the energy entropy can be used to select the wavelet basis for acoustic emission signals during the process of concrete damage. Among them, the wavelets of Symlets can be used as the optimum wavelet basis.
引用
收藏
页码:125 / 133
页数:9
相关论文
共 37 条
[1]  
[Anonymous], 2011, 10 LECT WAVELETS
[2]   A new information-theoretic approach to signal denoising and best basis selection [J].
Beheshti, S ;
Dahleh, MA .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (10) :3613-3624
[3]   Acoustic emission method for tool condition monitoring based on wavelet analysis [J].
Chen, Xiaozhi ;
Li, Beizhi .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2007, 33 (9-10) :968-976
[4]   Automatic wavelet base selection and its application to contrast enhancement [J].
Cheng, H. D. ;
Min, Rui ;
Zhang, Ming .
SIGNAL PROCESSING, 2010, 90 (04) :1279-1289
[5]   ENTROPY-BASED ALGORITHMS FOR BEST BASIS SELECTION [J].
COIFMAN, RR ;
WICKERHAUSER, MV .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1992, 38 (02) :713-718
[6]   A new method for waveform analysis for estimating AE wave arrival times using wavelet decomposition [J].
Ding, Y ;
Reuben, RL ;
Steel, JA .
NDT & E INTERNATIONAL, 2004, 37 (04) :279-290
[7]  
Fulei H., 2007, CHIN J MECH ENG, V6, P027
[8]  
Gao Y. B., 2008, COMMUTATIONS TECHNOL, V41, P185
[9]  
Geng Rongsheng, 2002, NONDESTRUCT TEST, P23
[10]  
Gong B., 2007, J PETROCHEM U, V20, P89