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Robust adaptive control: a unified approach

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2 Author(s)
P. A. Ioannou ; Dept. of Electr. Eng.-Syst., Univ. of Southern California, Los Angeles, CA, USA ; A. Datta

A complete tutorial review of the entire field is presented, beginning with simple instability examples to identify the causes of nonrobust behavior in adaptive control. Some of the mathematical groundwork is presented, and the theory for the design and analysis of adaptive laws is developed. Commonly used adaptive controller structures are discussed, highlighting their particular robustness properties. Particular attention is paid to model reference, pole placement, and linear quadratic controller structures. Designs and analyses of model reference, pole placement, and linear quadratic controllers, based on combining the corresponding controller structures with the various robust adaptive laws, are presented. Suggestions for future research are given

Published in:

Proceedings of the IEEE  (Volume:79 ,  Issue: 12 )