用于信号逼近的最佳正交子波选择方法
CHOOSING OPTIMAL ORTHOGONAL WAVELETS FOR SIGNAL APPROXIMATION
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摘要: 离散子波变换将离散时间信号分解为一系列分辨率下的离散逼近和离散细节。紧支的正交规范子波与完全重建正交镜象滤波器组相对应。本文提出一种用于信号最佳逼近的正交子波选择方法,即选择满足一定条件的滤波器的方法。通过对滤波器参数化,可以将带约束的最优化问题转化为无约束最优化问题,通过对参数在一定范围内的搜索,得到最优解。文中给出了计算机模拟的结果。
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关键词:
- 子波; 正交镜象滤波器; 最佳逼近
Abstract: The discrete wavelet transform decomposes a discrete time signal into an approximation sequence and a detail sequence at each level of resolution. Compactly supported orthonormal wavelets correspond to perfect reconstruction (PR) quadrature mirror filter (QMF) banks. This paper deals with the problem of choosing orthogonal wavelet (scaling) filters for best signal approximation at some scales. By using a kind of parametrization method, the constrained optimization can be converted into an unconstrained one.Some simulations are shown here. -
Rioul O, Vetterli M. IEEE Signal Processing Mag., 1991,8(4):14-38.[2]Mallat S. IEEE Trans. on PAMI, 1989, PAMI-11(7):674-693.[3]Doubechies I. Commun[J].Pure Appl. Math.1988, 41(3):909-996[4]Desarte Ph, et al. IEEE Trans. on IT, 1992, IT-38(2):897-904.[5]Gutski G C, et al. Optimal linear filters for pyramidal decomposition, in Proc. ICASSP, Vol.4, San Francisco, CA: 1992, 633-636.[6]Unser M. IEEE Trans. on SP, 1993, SP-41(12): 3591-3596.[7]Vaidyanathan P P. Proc[J].IEEE.1990, 78(1):56-93[8]Zou H, Tewfik A. IEEE Trans. on SP, 1993, SP-41(3): 1428-1431.[9]余俊,廖道训.最优化方法及其应用.武汉:华中工学院出版社,1984,第三章. -
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