Title :
Stable IIR filters-a new design approach
Author :
Tarczynski, Andrzej ; Cain, Gerald D. ; Hermanowicz, Ewa ; Rojewski, Miroslaw
Author_Institution :
Westminster Univ., London, UK
Abstract :
The paper proposes a new approach to designing digital, causal, time-invariant IIR filters approximating arbitrary frequency response. The design task is formulated as an optimisation problem where the cost is a nonlinear function of the tuneable coefficients of the filter´s transfer function. The novelty of the approach lies in the way the stability of the filter is tackled. The cost function comprises a combination of frequency-domain and time-domain components. Frequency-domain components are used to enforce the filter to represent desired complex-valued frequency response, while the time-domain components impose its stability. No equality or nonequality constraints are involved in the optimisation problem related to the proposed method
Keywords :
IIR filters; circuit stability; digital filters; filtering theory; frequency response; gradient methods; nonlinear functions; optimisation; transfer functions; causal IIR filters; complex-valued frequency response; cost function; design approach; digital IIR filters; frequency response approximation; frequency-domain components; nonlinear function; optimisation problem; stable IIR filters; time-domain components; time-invariant IIR filters; transfer function; tuneable coefficients; Constraint optimization; Cost function; Design optimization; Finite impulse response filter; Frequency domain analysis; Frequency estimation; Frequency response; IIR filters; Stability; Transfer functions;
Conference_Titel :
Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-5471-0
DOI :
10.1109/ISCAS.1999.778837