Presentation | 2016-01-28 Design of IIR Filters with Constraints Using PSO Haruna Aimi, Kenji Suyama, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In this study, IIR (Infinite Impulse Response) filters having a null frequency in the stopband region are designed using PSO (Particle Swarm Optimization). A new penalty function is introduced to the objective function in addition to the conventional penalty function to ensure the stability of IIR filters. Then, local minimums are brought to the objective function by adding such a constraint. Therefore, it is important to avoid a local minimum stagnation of PSO. We design IIR filters using PSO that reallocates particles if a local minimum stagnation occurs and verify the effectiveness of the method through several design examples. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | IIR filter / PSO |
Paper # | CAS2015-63 |
Date of Issue | 2016-01-21 (CAS) |
Conference Information | |
Committee | CAS |
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Conference Date | 2016/1/28(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Kikai-Shinko-Kaikan Bldg. |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Satoshi Tanaka(Murata) |
Vice Chair | Toshihiko Takahashi(Niigata Univ.) |
Secretary | Toshihiko Takahashi(Hitachi) |
Assistant | Toshihiro Tachibana(Shonan Inst. of Tech.) / Yohei Nakamura(Hitachi) |
Paper Information | |
Registration To | Technical Committee on Circuits and Systems |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Design of IIR Filters with Constraints Using PSO |
Sub Title (in English) | |
Keyword(1) | IIR filter |
Keyword(2) | PSO |
1st Author's Name | Haruna Aimi |
1st Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
2nd Author's Name | Kenji Suyama |
2nd Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
Date | 2016-01-28 |
Paper # | CAS2015-63 |
Volume (vol) | vol.115 |
Number (no) | CAS-422 |
Page | pp.pp.13-17(CAS), |
#Pages | 5 |
Date of Issue | 2016-01-21 (CAS) |