Design of Two-Channel Quadrature Mirror Filter Banks Using Digital All-Pass Filters

The paper deals with the minimax design of two-channel linear-phase (LP) quadrature mirror filter (QMF) banks using infinite impulse response (IIR) digital all-pass filters (DAFs). Based on the theory of two-channel QMF banks using two IIR DAFs, the design problem is appropriately formulated to result in an appropriate Chebyshev approximation for the desired group delay responses of the IIR DAFs and the magnitude response of the low-pass analysis filter. Through a frequency sampling and iterative approximation method, the design problem can be solved by utilizing a weighted least squares approach. The resulting two-channel QMF banks can possess approximately LP response without magnitude distortion. Simulation results are presented for illustration and comparison.





References:
[1] R. E. Crochiere, “Digital signal processor: sub-band coding,” Bell Syst.
Tech. J., vol. 60, pp. 1633-1653, 1981.
[2] M. G. Bellanger and J. L. Daguet, “TDM-FDM transmultiplexer: digital
polyphase and FFT,” IEEE Trans. Commun., vol. 22, pp. 1199-1205, Sept.
1974.
[3] P. Vary and U. Heute, “A short-time spectrum analyzer with polyphase
network and DFT,” Signal Processing, vol. 2, pp. 55-65, Jan. 1980.
[4] J. W. Woods and S. D. O’Neil, “Subband coding of images,” IEEE Trans.
Acoust., Speech, Signal Processing, vol. 34, pp. 1278-1288, Oct. 1986.
[5] S. Basu, C. Chiang, and H. Choi, “Wavelets and perfect reconstruction
coding with causal stable IIR filters,” IEEE Trans. Circuits and Systems
II: Analog and Digital Signal Processing, vol. 42, pp. 24-38, Jan. 1995.
[6] M. M. Ekanayake and K. Premaratne, “Two-channel IIR QMF banks with
approximately linear-phase analysis and synthesis filters,” IEEE Trans.
Signal Processing, vol. 43, pp. 2313-2322, Oct. 1995.
[7] C. D. Creusere and S. K. Mitra, “Image coding using wavelets based on
perfect reconstruction IIR filter banks,” IEEE Trans. Circuits and Systems
for Video Technology, vol. 6, pp. 447-458, Oct. 1996,
[8] S. Summerfield and C.-K. Lu, “Design and VLSI implementation of
multirate filter banks based on approximately linear phase allpass
sections,” Proc. of Int’l Symposium on Circuits and Systems, Monterey,
CA, pp. 413-416, June 1998.
[9] S. S. Lawson and A. Klouche-Djedid, “Technique for design of
two-channel approximately linear phase QMF bank and its application to
image compression,” IEE Proc. – Vision, Image and Signal Processing,
vol. 148, no. 2, pp. 85-92, Apr. 2001.
[10] J.-H. Lee and I.-C. Niu, “Minimax design of two-channel IIR QMF banks
with arbitrary group delay,” IEE Proc. – Vision, Image and Signal
Processing, vol. 148, no. 6, pp. 384-390, Dec. 2001.
[11] J.-H. Lee and Y.-H. Yang, “Design of two-channel linear phase QMF
banks based on real IIR all-pass filters,” IEE Proc.-Vision, Image and
Signal Processing, vol. 150, no. 5, pp.331-338, Oct. 2003.
[12] Y.-C. Lim, J.-H. Lee, C.-K. Chen, and R.H. Yang, “A weighted least
squares algorithm for quasi-equiripple FIR and IIR digital filter design,”
IEEE Trans. on Signal Processing, vol.40, pp.551-558, Mar. 1992.
[13] P. P. Vaidyanathan, Multirate Systems and Filter Banks, Englewood
Cliffs, New Jersey: Prentice-Hall, 1992.
[14] Cheney, E. W., Introduction to Approximation Theory, New York:
McGraw-Hill, 1966.
[15] Nelder, J. A. and Meade, R., “A simplex method for function
minimization,” Comput. J., vol. 7, pp. 308-313, 1965.