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Identification for motion control: Incorporating constraints and numerical considerations | IEEE Conference Publication | IEEE Xplore

Identification for motion control: Incorporating constraints and numerical considerations


Abstract:

Frequency domain identification is a common starting point for model based motion control. The aim of this paper is to tailor parametric identification methods to the spe...Show More

Abstract:

Frequency domain identification is a common starting point for model based motion control. The aim of this paper is to tailor parametric identification methods to the specific class of motion systems. The proposed method involves two aspects: 1) incorporating prior knowledge, e.g. it is often known beforehand that the system exhibits rigid-body behavior, and 2) numerical reliability, since the considered class of systems is challenging to identify. The result is a frequency domain algorithm that is particularly suited for the identification of lightly damped motion systems with rigid body behavior, a high model order, and large input- output dimensions. Experimental results on a prototype next-generation motion system clearly demonstrate the advantages of the proposed approach.
Date of Conference: 06-08 July 2016
Date Added to IEEE Xplore: 01 August 2016
ISBN Information:
Electronic ISSN: 2378-5861
Conference Location: Boston, MA, USA

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