Design of Stable IIR Digital Filters with Specified Group Delay Errors
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Design of Stable IIR Digital Filters with Specified Group Delay Errors

Authors: Yasunori Sugita, Toshinori Yoshikawa

Abstract:

The design problem of Infinite Impulse Response (IIR) digital filters is usually expressed as the minimization problem of the complex magnitude error that includes both the magnitude and phase information. However, the group delay of the filter obtained by solving such design problem may be far from the desired group delay. In this paper, we propose a design method of stable IIR digital filters with prespecified maximum group delay errors. In the proposed method, the approximation problems of the magnitude-phase and group delay are separately defined, and these two approximation problems are alternately solved using successive projections. As a result, the proposed method can design the IIR filters that satisfy the prespecified allowable errors for not only the complex magnitude but also the group delay by alternately executing the coefficient update for the magnitude-phase and the group delay approximation. The usefulness of the proposed method is verified through some examples.

Keywords: Filter design, Group delay approximation, Stable IIRfilters, Successive projection method.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1333901

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References:


[1] J. H. McClellan, T. W. Parks and L. R. Rabiner, A Computer program for designing optimum FIR linear phase digital filters, IEEE Trans. Audio Electroacoust., vol. AU-21, no.6, pp.506-526, Dec. 1973.
[2] T. W. Parks and J. H. McClellan, Chebyshev approximation for nonrecursive filters with linear phase, IEEE Trans. Circuit Theory, vol. CT-19, no.2, pp.189-194, Feb. 1972.
[3] A. A. -Taleb, and Moustafa M. Fahmy, Design of FIR Tow-Dimensional Digital Filters by Successive Projections, IEEE Trans. Circuits and Systems, vol. CAS-31, no.9, pp.801-805, Sept. 1984.
[4] R. Ito, T. Fujie, K. Suyama and R. Hirabayashi, Design method of FIR filters with signed power of two coefficients using a new linear programming relaxation with triangle inequalities, International Journal of Innovative Computing, Information and Control, vol. 2, no. 2, pp. 441- 448, April 2006.
[5] M. Akazawa, and M. Ikehara, Simultaneous Approximation of Magnitude and Group Delay in FIR Digital Filters, IEICE Trans., vol.J87-A, no. 11, pp. 1395-1402, Nov. 2004.
[6] Z. Lin and Y. Liu, Design of Complex FIR Filters With Reduced Group Delay Error Using Semidefinite Programming, IEEE Signal Processing Letters, vol.13, no.9, Sept. 2006.
[7] A. G. Deczky, Synthesis of recursive digital filters using the minimum p-error criterion, IEEE Trans. Audio Electroacoust., vol. AU-20, pp. 257- 263, Oct. 1972.
[8] W.-S. Lu, S.-C. Pei, and C.-C. Tseng, A weighted least-squares method for the design of stable 1-D and 2-D IIR digital filters, IEEE Trans. Signal Processing, vol. 46, pp. 1-10, Jan. 1998.
[9] X. Chen and T.W. Parks, Design of IIR filters in the complex domain, IEEE Trans. Acoust., Speech and Signal Process., vol. 38, pp. 910-920, June. 1990.
[10] C.-C. Tseng, Stable IIR diferentiator design using iterative quadratic programming approach, Signal Process., vol. 80, no. 5, pp. 857-866, 2000.
[11] W.-S. Lu, Design of recursive digital filters with prescribed stability margin: a parameterization approach, IEEE Trans. Circuits and Syst. II, vol. 45, pp. 1289-1298, Sept. 1998.
[12] W.-S. Lu, Design of stable minimax IIR digital filters using semidefinite programming, in Proc. IEEE Int. Symp. Circuits and Syst., vol. 1, Geneva, Switzerland, pp. 355-358, May 2000.
[13] W.-S. Lu, A unified approach for the design of 2-D digital filters via semidefinite programming, IEEE Trans. Circuits and Syst. I, Fundam. Theory Appl., vol. 49, no. 6, pp. 814-826, June 2002.
[14] S.C. Chan and K. M. Tsui, On the design of real and complex FIR filters with flatness and peak error constraints using semidefinite programmingin Proc. IEEE int. Symp. Circuits and Syst., vol. III, pp. 125-128, May 2004.
[15] Y. Sugita and N. Aikawa, Design Method of FIR Digital Filters with Specified Group Delay Errors using Successive Projection, International Journal of Innovative Computing, Information and Control, vol. 4, no. 2, pp. 445-455, Feb. 2008.
[16] S. Fukae, N. Aikawa and M. Sato, Complex Chebysev approximation using successive projections method, IEICE Trans., vol.J80-A, no.7, pp.1192-1196, July 1997.
[17] S-. C. Pei and I-. I. Yang, Design of a class of time-constrained FIR digital filters by successive projections, IEEE Trans. Circuits and Systems, vol. 36, no. 1, pp 164-167, Jan. 1989.
[18] Y. Sugita and N. Aikawa, Design Method of Stable IIR Digital Filters, The Transactions of the Institute of Electronics, Information and Communication Engineers A, vol.J85-A, no. 6, pp. 735-740, June 2002.
[19] Y. Sugita and N. Aikawa, A direct design method of minimum phase FIR Filters, IEICE Trans., Fundamentals, vol.E87-A, no. 10, pp. 1284-1292, Oct. 2004.