Adaptive control of nonlinear Hammerstein model using NLMS filter
A novel technique, using the normalized least mean squares (NLMS) adaptive filter is proposed for adaptive control of the plant dynamics of a nonlinear plant. The nonlinear plant considered belongs to the Hammerstein type of nonlinear system. Stable adaptive controller for a stable discrete time non...
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| مؤلفون آخرون: | , , |
| التنسيق: | article |
| منشور في: |
2003
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://eprints.kfupm.edu.sa/id/eprint/14287/1/14287_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14287/2/14287_2.doc |
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| _version_ | 1864513393697751040 |
|---|---|
| author | Shafiq, M. |
| author2 | Al-Sunni, F.M. Farooq, S.O. unknown |
| author2_role | author author author |
| author_facet | Shafiq, M. Al-Sunni, F.M. Farooq, S.O. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Shafiq, M. Al-Sunni, F.M. Farooq, S.O. unknown |
| dc.date.none.fl_str_mv | 2003-12 2020 |
| dc.format.none.fl_str_mv | application/pdf application/msword |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14287/1/14287_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14287/2/14287_2.doc (2003) Adaptive control of nonlinear Hammerstein model using NLMS filter. Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International conference, 2. |
| dc.language.none.fl_str_mv | en en |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14287/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Computer |
| dc.title.none.fl_str_mv | Adaptive control of nonlinear Hammerstein model using NLMS filter |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | A novel technique, using the normalized least mean squares (NLMS) adaptive filter is proposed for adaptive control of the plant dynamics of a nonlinear plant. The nonlinear plant considered belongs to the Hammerstein type of nonlinear system. Stable adaptive controller for a stable discrete time nonlinear plant is designed. The nonlinear plant considered may be non-minimum phase. The controller is composed of an adaptive finite impulse response (FIR) filter in the feedback loop. This adaptive FIR filter is designed online as an L-delay approximate inverse system of the given stable nonlinear plant. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_17ffe5b0be6433057f235d4e5cdbab07 |
| identifier_str_mv | (2003) Adaptive control of nonlinear Hammerstein model using NLMS filter. Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International conference, 2. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::14287 |
| publishDate | 2003 |
| publisher.none.fl_str_mv | IEEE |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Adaptive control of nonlinear Hammerstein model using NLMS filterShafiq, M.Al-Sunni, F.M.Farooq, S.O.unknownComputerA novel technique, using the normalized least mean squares (NLMS) adaptive filter is proposed for adaptive control of the plant dynamics of a nonlinear plant. The nonlinear plant considered belongs to the Hammerstein type of nonlinear system. Stable adaptive controller for a stable discrete time nonlinear plant is designed. The nonlinear plant considered may be non-minimum phase. The controller is composed of an adaptive finite impulse response (FIR) filter in the feedback loop. This adaptive FIR filter is designed online as an L-delay approximate inverse system of the given stable nonlinear plant.IEEE2003-122020ArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/mswordhttps://eprints.kfupm.edu.sa/id/eprint/14287/1/14287_1.pdfhttps://eprints.kfupm.edu.sa/id/eprint/14287/2/14287_2.doc (2003) Adaptive control of nonlinear Hammerstein model using NLMS filter. Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International conference, 2. enenhttps://eprints.kfupm.edu.sa/id/eprint/14287/info:eu-repo/semantics/openAccessoai::142872019-11-01T14:05:09Z |
| spellingShingle | Adaptive control of nonlinear Hammerstein model using NLMS filter Shafiq, M. Computer |
| status_str | publishedVersion |
| title | Adaptive control of nonlinear Hammerstein model using NLMS filter |
| title_full | Adaptive control of nonlinear Hammerstein model using NLMS filter |
| title_fullStr | Adaptive control of nonlinear Hammerstein model using NLMS filter |
| title_full_unstemmed | Adaptive control of nonlinear Hammerstein model using NLMS filter |
| title_short | Adaptive control of nonlinear Hammerstein model using NLMS filter |
| title_sort | Adaptive control of nonlinear Hammerstein model using NLMS filter |
| topic | Computer |
| url | https://eprints.kfupm.edu.sa/id/eprint/14287/1/14287_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14287/2/14287_2.doc |