Title :
Recent Advances in FIR Approximation by IIR Digital Filters
Author :
Kwan, Hon Keung ; Jiang, Aimin
Author_Institution :
Dept. of Electr. & Comput. Eng., Windsor Univ., Ont.
Abstract :
This paper provides a tutorial review on several recent design methods for approximating FIR by IIR digital filters with reduced order. These methods can generally be classified as time-domain method, frequency-domain method, and mixed-domain method. The numerator and denominator of IIR digital filters are obtained in different steps under some criteria. The final result of each design method cannot be ensured to be optimal or even suboptimal for such approximation problem. Also, some methods do not incorporate a stability constraint hence stability is not really ensured. In this paper the design steps of each of these methods are outlined. Through three examples, we analyze their performances and identify the strengths and weaknesses of each design method
Keywords :
FIR filters; IIR filters; frequency-domain analysis; least squares approximations; time-domain analysis; FIR approximation; IIR digital filters; frequency-domain method; mixed-domain method; time-domain method; weighted least-squares approach; Algorithm design and analysis; Design methodology; Digital filters; Finite impulse response filter; IIR filters; Large scale integration; Matrix decomposition; Stability; Time domain analysis; Transfer functions;
Conference_Titel :
Communications, Circuits and Systems Proceedings, 2006 International Conference on
Conference_Location :
Guilin
Print_ISBN :
0-7803-9584-0
Electronic_ISBN :
0-7803-9585-9
DOI :
10.1109/ICCCAS.2006.284615