Identification of piecewise affine system using Mote Carlo filter
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- Harata Yusuke
- Kyoto University
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- Takaba Kiyotsugu
- Kyoto University
Bibliographic Information
- Other Title
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- モンテカルロフィルタを用いた区分的アフィンシステムの同定
Abstract
This paper is concerned with the piecewise affine system identification method based on Bayes estimation and Monte Carlo filter (Juloski et al. 2005).It turns out that the accuracy of this method deteriorates when no a priori statistical information about the parameters is available or the measurement noise is very small. We will propose some methods for improving the identification accuracy in such cases.
Journal
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- Proceedings of the Annual Conference of the Institute of Systems, Control and Information Engineers
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Proceedings of the Annual Conference of the Institute of Systems, Control and Information Engineers SCI06 (0), 147-147, 2006
The Institute of Systems, Control and Information Engineers
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Details 詳細情報について
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- CRID
- 1390001205623313408
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- NII Article ID
- 130004667752
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- Data Source
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- JaLC
- CiNii Articles
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- Abstract License Flag
- Disallowed