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Rational inattention in scalar LQG control
52nd IEEE Conference on Decision and Control, 2013Motivated in part by the “rational inattention” framework of information-constrained decision-making by economic agents, we have recently introduced a general model for average-cost optimal control of Markov processes subject to mutual information constraints [1].
Ehsan Shafieepoorfard, Maxim Raginsky
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On Scalar LQG Control with Communication Cost
Proceedings of the 44th IEEE Conference on Decision and Control, 2006We study the LQG control of scalar systems under communication constraints by naturally extending the LQG cost to include a quadratic penalty for communication. We show that the resulting optimization problem is quasiconvex in the communications parameter so that it can be solved in a computationally efficient manner.
Ko, Chih-Kai +3 more
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Laplace Controller for Linear Scalar Systems
2019 27th Mediterranean Conference on Control and Automation (MED), 2019The conditional probability density function given the measurement history for linear scalar systems with additive noises described by Laplace densities is used to construct a controller. By defining the cost criterion to be in a functional form consistent with the Laplace densities, the conditional expectation of this cost criterion can be obtained in
Nhattrieu Duong +2 more
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Scalar Estimation and Control With Noisy Binary Observations
IEEE Transactions on Automatic Control, 2004zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Tunc Simsek +2 more
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