Parameter estimation for OEMA models with dual-rate input-output data
This paper deals with the parameter estimation problems of the dual-rate sampled-data systems. The output error models with colored noise are considered as the nature models for systems in industries and thus are taken to model the dual-rate sampled-data systems in this paper. The recursive predicti...
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| Vydáno v: | Proceedings of the 31st Chinese Control Conference s. 1944 - 1947 |
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| Jazyk: | angličtina |
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IEEE
01.07.2012
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| ISBN: | 1467325813, 9781467325813 |
| ISSN: | 1934-1768 |
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| Abstract | This paper deals with the parameter estimation problems of the dual-rate sampled-data systems. The output error models with colored noise are considered as the nature models for systems in industries and thus are taken to model the dual-rate sampled-data systems in this paper. The recursive prediction error method is proposed to estimate the parameters directly from the dual-rate sampled data, and an auxiliary model is employed to estimate the noise-free system output. Simulation is given to test and illustrate the proposed algorithm in the paper. |
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| AbstractList | This paper deals with the parameter estimation problems of the dual-rate sampled-data systems. The output error models with colored noise are considered as the nature models for systems in industries and thus are taken to model the dual-rate sampled-data systems in this paper. The recursive prediction error method is proposed to estimate the parameters directly from the dual-rate sampled data, and an auxiliary model is employed to estimate the noise-free system output. Simulation is given to test and illustrate the proposed algorithm in the paper. |
| Author | Yin Jun Ding Jie Zhu Songhao |
| Author_xml | – sequence: 1 surname: Ding Jie fullname: Ding Jie email: dingjie@njupt.edu.cn organization: Coll. of Autom., Nanjing Univ. of Posts & Telecommun., Nanjing, China – sequence: 2 surname: Yin Jun fullname: Yin Jun email: amelia.yinjun@gmail.com organization: Sch. of Inf. Sci. & Technol., Donghua Univ., Shanghai, China – sequence: 3 surname: Zhu Songhao fullname: Zhu Songhao organization: Coll. of Autom., Nanjing Univ. of Posts & Telecommun., Nanjing, China |
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| Snippet | This paper deals with the parameter estimation problems of the dual-rate sampled-data systems. The output error models with colored noise are considered as the... |
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| SubjectTerms | Auxiliary Model Data models Dual-Rate Sampled Data Estimation Noise Output Error Model Prediction algorithms Predictive models Recursive Prediction Error Method Signal processing algorithms Vectors |
| Title | Parameter estimation for OEMA models with dual-rate input-output data |
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