Title :
Computer-aided tuning of microwave filters using fuzzy logic
Author :
Miraftab, Vahid ; Mansour, Raafat R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Waterloo Univ., Ont., Canada
fDate :
12/1/2002 12:00:00 AM
Abstract :
This paper introduces an algorithm based on fuzzy logic for tuning microwave filters. The approach is demonstrated by considering two filters: a four-pole Chebyshev filter and an eight-pole elliptic filter. Each filter is then detuned to perform two examples: one is slightly detuned and the other is highly detuned. In both cases, the approach has proven to be very efficient in identifying the filter elements that cause the detuning. The fuzzy rules are extracted from sampled data. The expert rules could also be added. The algorithm can be applied to any microwave circuit tuning problem.
Keywords :
Chebyshev filters; circuit CAD; circuit tuning; elliptic filters; fuzzy logic; microwave circuits; microwave filters; sampled data filters; computer-aided tuning; eight-pole elliptic filter; expert rules; filter elements; four-pole Chebyshev filter; fuzzy logic; microwave filters; sampled data; Circuit optimization; Data mining; Design automation; Fuzzy logic; Mathematical model; Microwave circuits; Microwave filters; Resonator filters; Tuning; Virtual manufacturing;
Journal_Title :
Microwave Theory and Techniques, IEEE Transactions on
DOI :
10.1109/TMTT.2002.805291