Value of Information in Feedback Control: Global Optimality

The rate-regulation tradeoff, defined between two objective functions, one penalizing the packet rate and one the regulation cost, can express the fundamental performance bound of networked control systems. However, the characterization of the set of globally optimal solutions in this tradeoff for m...

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Veröffentlicht in:	IEEE transactions on automatic control Jg. 68; H. 6; S. 3641 - 3647
Hauptverfasser:	Soleymani, Touraj, Baras, John S., Hirche, Sandra, Johansson, Karl H.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.06.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Costs Decision policies Decision policy Estimation Feedback control Gaussian process Global optimality Globally optimal solution globally optimal solutions Markov processes Network control networked control systems Optimal control Optimal controls Optimal solutions Optimal systems Optimization Process control Quantization (signal) rate-regulation tradeoff Semantic communication semantic communications semantic metrics Semantics Tradeoffs value of information
ISSN:	0018-9286, 1558-2523, 1558-2523
Online-Zugang:	Volltext
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