Research Publication Repository of King Fahd University of Petroleum and Minerals (King Fahd University of Petroleum and Minerals) · 2004 · 13 citations · 9 references
EngineeringElectrical EngineeringMechatronics EngineeringActuatorsElectromagnetismProcess ControlAdaptive ControlControl SystemsControl TheoryForce ControlMagnetic ActuationMagnetic ActuatorsAdaptive Control Of Nonlinear SystemsAdaptive FiltersAdaptive Tracking ControlFinite Impulse Response FiltersImpulse ResponseMagnetic Bearing DynamicsMagnetic LevitationPid Control Design
This paper presents, an adaptive finite impulse response (FIR) filter based controller used for the tracking of a ferric ball under the influence of magnetic force. The adaptive filter is designed online as approximate inverse system. To stabilize the open-loop unstable and highly nonlinear magnetic levitation system, PID controller is designed using polynomial approach. To improve the stability, an adaptive FIR filter is added along side the PID controller while the use of the proposed controller has improved tracking. Since adaptive FIR filters are inherently stable so the controller remains stable. Experimental results are included to highlight the excellent position tracking performance.
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H/sup ∞/ optimality of the LMS algorithm
Babak Hassibi, Ali H. Sayed, T. Kailath · IEEE Transactions on Signal Processing · 1996 · 238 citations