Adaptive control of nonlinear Hammerstein model using NLMS filter

Muhammad Shafiq; Fouad M. AL-Sunni; Syed O. Farooq

doi:10.1109/ICECS.2003.1301816

Adaptive control of nonlinear Hammerstein model using NLMS filter

Muhammad Shafiq, Fouad M. AL-Sunni, Syed O. Farooq

نتاج البحث: Conference contribution

1 اقتباس (Scopus)

ملخص

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) fdter in the feedback loop. This adaptive FIR filter is designed online as an L-delay approximate inverse system of the given stable nonlinear plant.

اللغة الأصلية	English
عنوان منشور المضيف	ICECS 2003 - Proceedings of the 2003 10th IEEE International Conference on Electronics, Circuits and Systems
الصفحات	439-442
عدد الصفحات	4
المعرِّفات الرقمية للأشياء	https://doi.org/10.1109/ICECS.2003.1301816
حالة النشر	Published - 2003
منشور خارجيًا	نعم
الحدث	2003 10th IEEE International Conference on Electronics, Circuits and Systems, ICECS2003 - Sharjah, United Arab Emirates المدة: ديسمبر ١٤ ٢٠٠٣ → ديسمبر ١٧ ٢٠٠٣

سلسلة المنشورات

الاسم	Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems
مستوى الصوت	2

Other

Other	2003 10th IEEE International Conference on Electronics, Circuits and Systems, ICECS2003
الدولة/الإقليم	United Arab Emirates
المدينة	Sharjah
المدة	١٢/١٤/٠٣ → ١٢/١٧/٠٣

ASJC Scopus subject areas

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الوصول إلى المستند

10.1109/ICECS.2003.1301816

الملفات والروابط الأخرى

قم بذكر هذا

Shafiq, M., AL-Sunni, F. M., & Farooq, S. O. (2003). Adaptive control of nonlinear Hammerstein model using NLMS filter. في ICECS 2003 - Proceedings of the 2003 10th IEEE International Conference on Electronics, Circuits and Systems (الصفحات 439-442). المقال 301816 (Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems; المجلد 2). https://doi.org/10.1109/ICECS.2003.1301816

Adaptive control of nonlinear Hammerstein model using NLMS filter. / Shafiq, Muhammad; AL-Sunni, Fouad M.; Farooq, Syed O.
ICECS 2003 - Proceedings of the 2003 10th IEEE International Conference on Electronics, Circuits and Systems. 2003. صفحة 439-442 301816 (Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems; المجلد 2).

نتاج البحث: Conference contribution

Shafiq, M, AL-Sunni, FM & Farooq, SO 2003, Adaptive control of nonlinear Hammerstein model using NLMS filter. في ICECS 2003 - Proceedings of the 2003 10th IEEE International Conference on Electronics, Circuits and Systems., 301816, Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems, المجلد 2, الصفحات 439-442, 2003 10th IEEE International Conference on Electronics, Circuits and Systems, ICECS2003, Sharjah, United Arab Emirates, ١٢/١٤/٠٣. https://doi.org/10.1109/ICECS.2003.1301816

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title = "Adaptive control of nonlinear Hammerstein model using NLMS filter",

abstract = "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) fdter in the feedback loop. This adaptive FIR filter is designed online as an L-delay approximate inverse system of the given stable nonlinear plant.",

author = "Muhammad Shafiq and AL-Sunni, {Fouad M.} and Farooq, {Syed O.}",

year = "2003",

doi = "10.1109/ICECS.2003.1301816",

language = "English",

isbn = "0780381637",

series = "Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems",

pages = "439--442",

booktitle = "ICECS 2003 - Proceedings of the 2003 10th IEEE International Conference on Electronics, Circuits and Systems",

note = "2003 10th IEEE International Conference on Electronics, Circuits and Systems, ICECS2003 ; Conference date: 14-12-2003 Through 17-12-2003",

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AU - AL-Sunni, Fouad M.

AU - Farooq, Syed O.

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N2 - 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) fdter in the feedback loop. This adaptive FIR filter is designed online as an L-delay approximate inverse system of the given stable nonlinear plant.

AB - 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) fdter in the feedback loop. This adaptive FIR filter is designed online as an L-delay approximate inverse system of the given stable nonlinear plant.

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DO - 10.1109/ICECS.2003.1301816

M3 - Conference contribution

AN - SCOPUS:77956046771

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SN - 9780780381636

T3 - Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems

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BT - ICECS 2003 - Proceedings of the 2003 10th IEEE International Conference on Electronics, Circuits and Systems

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Adaptive control of nonlinear Hammerstein model using NLMS filter

ملخص

سلسلة المنشورات

Other

ASJC Scopus subject areas

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