两带自适应FIR线性相位双正交滤波器组设计

水冰; 史仪凯

两带自适应FIR线性相位双正交滤波器组设计

水冰,
史仪凯

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出版历程
- 收稿日期: 2005-01-17
- 修回日期: 2005-06-28
- 刊出日期: 2006-10-19

Design of Signal-Adapted Two-Band Biorthogonal Linear Phase Filter Banks

摘要

摘要: 自适应滤波器组设计是多速率滤波器组理论和应用的一个重要方面。由于其频率响应更好匹配于输入信号的统计特性，这类滤波器组可获得更大的子带编码增益。该文研究了两带自适应FIR线性相位双正交滤波器组的设计问题，给出了设计算法，特别是通过最优IIR双正交滤波器组确定初始点(初始滤波器组)的方法。仿真结果表明，得到的滤波器组的子带编码增益远远超过了最优的IIR正交滤波器组，与已有的设计结果比较，编码增益明显提高。
- 主分量滤波器组;子带编码增益;线性相位;最优IIR双正交滤波器组
Abstract: Signal-adapted institute of filter banks are an important subject in the theory and applications of the multirate filter banks.Since the frequency responses match the statistics of the underlying signals very well， these filter banks achieve the larger subband coding gains. This paper investigates the design of two-band signal-adapted biorthogonal linear phase filter banks and gives the design algorithm, in particular, the method to determine the initial points (initial filter banks) with the optimal IIR biorthogonal filter banks that is easy to be obtained. The result of emulation indicates that the subband coding gains of the resulted filter banks are excess those of the optimal IIR paraunitary filter banks much, and comparing with the existing results the subband coding gains are markedly improved.

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Tsatsanis M K，Giannakis G B. Principal component filter banks for optimal multiresolution analysis[J].IEEE Trans. on Signal Processing.1995, 43(8):1766-1777[2]Moulin P, Antesuc M, Kortanek K O, Potra F A. The role of linear semi-infinite programming in signal-adapted QMF bank design[J].IEEE Trans. on Signal Processing.1997, 45(9):2160-2174[3]Kirac A, Vaidyanathan P P. Theory and design of optimum FIR compaction filters. IEEE Trans. on Signal Processing, 1998, 6(4): 903-919.[4]Vaidyanathan P P, Kirac A. Result on optimal biorthogonal filter banks. IEEE Trans. on Circuits and System II, 1998, 5(8): 932-947.[5]Moulin P, Anitescu M, Ramchandran K. Theory of rate-distortion optimal, constrained filterbanksApplication to IIR and FIR biorthogonal designs[J].IEEE Trans. on Signal Processing.2000, 48(4):1120-1132[6]Sweldens W. The lifting scheme: A custom-design construction of biorthogonal wavelets[J].Appl. Comput. Harmon. Anal.1996, 3(2):186-200[7]Shui Penglang, Bao Zheng. Recursive biorthogonal interpolating wavelets and signal-adapted interpolating filter banks. IEEE Trans. on Signal Processing, 2000, 47(9): 2585-2594.[8]Shui Penglang, Bao Zheng, et al.. Two-channel adaptive biorthogonal filter banks via lifting[J].Signal Processing.2002, 82(5):881-893[9]Lu Wu-Sheng, Antoniou A. Design of signal-adapted biorthogonal filter banks[J].IEEE Trans. on Circuits and Systems I.2001, 48(1):90-102[10]Cohen A, Daubechies I, Feauveau J C. Biorthogonal bases of compactly supported wavelet. Communications on Pure and Applied Mathematics, 1992, Vol. XLV: 485-560.[11]Usevith B E. A tutorial on modern lossy wavelet image compression: foundations of JPEG 2000[J].IEEE Signal Processing Magazine.2001, 18(5):36-57

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