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...
محفوظ في:
| المؤلف الرئيسي: | |
|---|---|
| مؤلفون آخرون: | , , |
| التنسيق: | article |
| منشور في: |
2020
|
| الموضوعات: | |
| الوصول للمادة أونلاين: | https://eprints.kfupm.edu.sa/id/eprint/2402/1/adaptive_control_of_nonlinear_hammerstei_shafiq_isip_000221510600111.doc |
| الوسوم: |
إضافة وسم
لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!
|
| _version_ | 1864513382407733248 |
|---|---|
| author | Shafiq, Muhammad |
| author2 | AL-Sunni, Fouad Farooq, SO unknown |
| author2_role | author author author |
| author_facet | Shafiq, Muhammad AL-Sunni, Fouad Farooq, SO unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Shafiq, Muhammad AL-Sunni, Fouad Farooq, SO unknown |
| dc.date.*.fl_str_mv | 2020 |
| dc.format.none.fl_str_mv | application/msword |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/2402/1/adaptive_control_of_nonlinear_hammerstei_shafiq_isip_000221510600111.doc Adaptive Control Of Nonlinear Hammerstein Model Using NLMS Filter. ICECS 2003: PROCEEDINGS OF THE 2003 10TH IEEE INTERNATIONAL CONFERENCE. pp. 439-442. |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/2402/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Systems |
| 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_b21cc4f7efc112b214cceac5c23a6287 |
| identifier_str_mv | Adaptive Control Of Nonlinear Hammerstein Model Using NLMS Filter. ICECS 2003: PROCEEDINGS OF THE 2003 10TH IEEE INTERNATIONAL CONFERENCE. pp. 439-442. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::2402 |
| publishDate | 2020 |
| 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, MuhammadAL-Sunni, FouadFarooq, SOunknownSystemsA 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.IEEEArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/mswordhttps://eprints.kfupm.edu.sa/id/eprint/2402/1/adaptive_control_of_nonlinear_hammerstei_shafiq_isip_000221510600111.doc Adaptive Control Of Nonlinear Hammerstein Model Using NLMS Filter. ICECS 2003: PROCEEDINGS OF THE 2003 10TH IEEE INTERNATIONAL CONFERENCE. pp. 439-442. enhttps://eprints.kfupm.edu.sa/id/eprint/2402/2020info:eu-repo/semantics/openAccessoai::24022019-11-01T13:43:57Z |
| spellingShingle | Adaptive Control Of Nonlinear Hammerstein Model Using NLMS Filter Shafiq, Muhammad Systems |
| 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 | Systems |
| url | https://eprints.kfupm.edu.sa/id/eprint/2402/1/adaptive_control_of_nonlinear_hammerstei_shafiq_isip_000221510600111.doc |