| Presentation | 1993/12/14 Evaluation of capability,precision and calculation cost for nonlinear system identification with some typical functional series models. Youko Ooe, Yasunari Yokota, Shiro Usui, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Functional series model which is well-known as a nonlinear model to identify nonlinear dynamical system is widely used for representing or analizing biological system.The functional series model includes Volterra,Wiener and binary functional series model and so on.In this study,these functional series models are compared and evaluated in generally from the point of view in capability,precision and calculation time for system identification.Especially,when the binary functional series model, which is excellent in precision and calculation time,is applied to object which has characteristics of adaptation such as biological system,the estimating memory length of the object has a very important role to avoid wrong estimation.This result gives us a criterion to determine which functional series model should be used for a given experimental environment and the object. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | system identification / functional series model / precision of estimated kernel / time cost for kernel estimation / fast Walsh transform / m-sequence |
| Paper # | MBE93-93 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 1993/12/14(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Evaluation of capability,precision and calculation cost for nonlinear system identification with some typical functional series models. |
| Sub Title (in English) | |
| Keyword(1) | system identification |
| Keyword(2) | functional series model |
| Keyword(3) | precision of estimated kernel |
| Keyword(4) | time cost for kernel estimation |
| Keyword(5) | fast Walsh transform |
| Keyword(6) | m-sequence |
| 1st Author's Name | Youko Ooe |
| 1st Author's Affiliation | Department of Information and Computer Sciences,Toyohashi University of Technology() |
| 2nd Author's Name | Yasunari Yokota |
| 2nd Author's Affiliation | Department of Information and Computer Sciences,Toyohashi University of Technology |
| 3rd Author's Name | Shiro Usui |
| 3rd Author's Affiliation | Department of Information and Computer Sciences,Toyohashi University of Technology |
| Date | 1993/12/14 |
| Paper # | MBE93-93 |
| Volume (vol) | vol.93 |
| Number (no) | 375 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |