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An Examination on Nonlinear Autoregressive Moving Average Model
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- ICHIKAWA Satoshi
- Graduate School of Engineering, Kyoto University
Bibliographic Information
- Other Title
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- 非線形自己回帰移動平均モデルについての一考察
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Description
Some methods used to analyze nonlinear autoregressive moving average model (NARMA model) used widely as the expression of mathematical model whose input-output relationship is given by the set of nonlinear defference equations. First of all, method by multidimensional z transform which is an extension of one dimensional z transform used to analyze linear discrete system is presented. Next, method by discrete Fourier transform which enables to use efficient numerical algorithm based on FFT is presented. Last of all, approximation of NARMA model by nural network is presented in connection with identification Problem of nonlinear discrete system.
Journal
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- IEICE technical report. Nonlinear problems
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IEICE technical report. Nonlinear problems 95 (202), 25-32, 1995-08-02
The Institute of Electronics, Information and Communication Engineers
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Details 詳細情報について
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- CRID
- 1573105977175959808
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- NII Article ID
- 110003291850
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- NII Book ID
- AN10060800
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- Text Lang
- ja
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- Data Source
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- CiNii Articles