DocumentCode
453070
Title
Bandpass filter design by artificial neural network modeling
Author
Li, Xiuping ; Gao, Jianjun ; Yook, Jong-Gwan ; Chen, Xiaodong
Author_Institution
Sch. of Telecommun. Eng., Beijing Univ. of Posts & Telecommun., China
Volume
2
fYear
2005
fDate
4-7 Dec. 2005
Abstract
This paper presents a design approach for a λ/2 resonator bandpass filter by using the artificial neural network (ANN) modeling technique. Three important dimensions of the filter layout are used to capture critical input-output relationships in the ANN model. Once fully developed, the ANN model has been shown to be as accurate as an EM simulator and much more efficient computationally in the design optimization of the filter.
Keywords
band-pass filters; circuit CAD; neural nets; resonator filters; artificial neural network modeling; design optimization; filter layout; resonator bandpass filter; Artificial neural networks; Band pass filters; Bandwidth; Circuit simulation; Computational modeling; Design engineering; Design optimization; Equivalent circuits; Microwave filters; Resonator filters; Artificial Neural Network; Bandpass filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Microwave Conference Proceedings, 2005. APMC 2005. Asia-Pacific Conference Proceedings
Print_ISBN
0-7803-9433-X
Type
conf
DOI
10.1109/APMC.2005.1606362
Filename
1606362
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