Tkacenko, Andre and Vaidyanathan, P. P. (2003) Iterative Eigenfilter method for designing optimum overdecimated orthonormal FIR compaction filter banks. In: Conference record of the Thirty-Seventh Asilomar Conference on Signals, Systems & Computers. Conference Record of the Asilomar Conference on Signals, Systems and Computers . IEEE , Piscataway, N.J., pp. 1203-1207. ISBN 0-7803-8104-1 http://resolver.caltech.edu/CaltechAUTHORS:20111028-095213336
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Much attention has recently been given to the construction of signal-adapted orthonormal filter banks designed to optimize a particular objective function such as coding gain or a multiresolution criterion. For certain classes of filter banks, the optimum solution is a principal component filter bank (PCFB), which is simultaneously optimal for several objectives including the ones mentioned above. However, for the class of finite impulse response (FIR) filter banks, a PCFB in general does not exist. For this case, numerical techniques must be employed to find an optimum filter bank for a particular objective. In this paper, we present an iterative method for designing an overdecimated FIR filter bank optimized for energy compaction. The proposed algorithm is an eigenfilter method that is low in computational complexity. Simulation results show the merit of the proposed method, in that as the filter order increases, the filters designed behave more and more like those of the infinite order PCFB.
|Item Type:||Book Section|
|Additional Information:||© 2003 IEEE. Issue Date: 9-12 Nov. 2003. Date of Current Version: 04 May 2004. Work supported in part by the ONR grant N00014-99-1-1002, USA.|
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|Official Citation:||Tkacenko, A.; Vaidyanathan, P.P.; , "iterative eigenfilter method for designing optimum overdecimated orthonormal FIR compaction filter banks," Signals, Systems and Computers, 2003. Conference Record of the Thirty-Seventh Asilomar Conference on , vol.1, no., pp. 1203- 1207 Vol.1, 9-12 Nov. 2003 doi: 10.1109/ACSSC.2003.1292115 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1292115&isnumber=28782|
|Usage Policy:||No commercial reproduction, distribution, display or performance rights in this work are provided.|
|Deposited By:||Ruth Sustaita|
|Deposited On:||28 Oct 2011 17:13|
|Last Modified:||28 Oct 2011 17:13|
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