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Chapter

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Title

Discrete-time adaptive LQG/LTR control

Authors

[ 1 ] Instytut Automatyki i Inżynierii Informatycznej, Wydział Elektryczny, Politechnika Poznańska | [ P ] employee

Year of publication

2013

Chapter type

paper

Publication language

english

Keywords
EN
  • LQG control
  • loop transfer recovery
  • adaptive control
Abstract

EN An adaptive discrete-time LQG control with loop transfer recovery (LTR) is considered. The control problem is analyzed using state-space model and the parameter estimation problem is implemented for corresponding discrete-time model in transfer function form obtained via ZOH. Thus the direct estimation of model parameters is possible by means of standard RLS or ERLS procedure and the adaptive control is implemented through certainty equivalence principle. Computer simulations of third-order systems modeled by a second-order minimum-phase and nonminimum-phase models are given to illustrate the robustness and performance properties of the adaptive LQG/LTR controller, particularly with respect to the weighting parameter ρ.

Pages (from - to)

53 - 57

Book

Proceedings of the 11th International Conference on Applied Electromagnetics, Wireless and Optical Communications (ELECTROSCIENCE '13) Proceedings of the 2nd International Conference on Circuits, Systems, Communications, Computers and Applications (CSCCA '13) Proceedings of the 1st International Conference on Solid State Circuits (SSC '13) Proceedings of the 1st International Conference on Antennas & Propagation (ANPRO '13)

Presented on

2nd International Conference on Circuits, Systems, Communications, Computers and Applications (CSCCA '13), 25-27.06.2013, Dubrovnik, Croatia

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