Title :
Based on Lifting Scheme Improve Double Adaptive Wavelet Transforms
Author :
Guangchun, Gao ; Shengying, Zhao ; Hongli, Zhu ; Lina, Shang
Author_Institution :
City Coll., Inf. Sci. & Electron. Eng. Dept., Zhejiang Univ., Hangzhou, China
Abstract :
Because of the better temporal and frequency properties, the wavelet linear approximation can approximate smooth signals very efficiently with the constant size filter. However, standard wavelet linear approximation techniques cannot achieve similar results for signal which are not smooth. Based on the adaptive lifting scheme with perfect reconstruction presented by G. Piella and the authorpsilas previous research, this paper proposed the improved double adaptive wavelet transform which can achieve the better linear approximation for the piecewise continuous signals.
Keywords :
approximation theory; filtering theory; wavelet transforms; adaptive lifting scheme; constant size filter; double adaptive wavelet transforms; frequency properties; piecewise continuous signals; temporal properties; wavelet linear approximation; Adaptive filters; Continuous wavelet transforms; Discrete wavelet transforms; Filter bank; Frequency; Linear approximation; Nonlinear filters; Signal processing; Wavelet coefficients; Wavelet transforms; adaptive wavelet transform; lifting scheme; piecewise continuous signals;
Conference_Titel :
Circuits, Communications and Systems, 2009. PACCS '09. Pacific-Asia Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-0-7695-3614-9
DOI :
10.1109/PACCS.2009.133