DocumentCode :
1397300
Title :
Minimum Variance Control Over a Gaussian Communication Channel
Author :
Freudenberg, J.S. ; Middleton, R.H. ; Braslavsky, J.H.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Michigan, Ann Arbor, MI, USA
Volume :
56
Issue :
8
fYear :
2011
Firstpage :
1751
Lastpage :
1765
Abstract :
We consider the problem of minimizing the response of a plant output to a stochastic disturbance using a control law that relies on the output of a noisy communication channel. We discuss a lower bound on the performance achievable at a specified terminal time using nonlinear time-varying communication and control strategies and show that this bound may be achieved using strategies that are linear. We also consider strategies that are defined over an infinite horizon that may achieve better transient response that those that are optimal for the terminal time problem.
Keywords :
feedback; linear quadratic Gaussian control; nonlinear control systems; telecommunication channels; telecommunication control; time-varying systems; transient response; Gaussian communication channel; control law; feedback communication; linear-quadratic-Gaussian control; minimum variance control; noisy communication channel; nonlinear time-varying ccontrol strategies; nonlinear time-varying communication strategies; signal-to-noise ratio; stochastic disturbance; terminal time problem; transient response; Channel estimation; Decoding; Entropy; Estimation error; Noise measurement; Random variables; Communication channels; control systems; feedback communication; information rates; linear-quadratic-Gaussian control; signal-to-noise ratio (SNR);
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.2010.2097831
Filename :
5659888
Link To Document :
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