Stochastic Control with Stale Information : Part I: Fully Observable Systems

Stochastic Control with Stale Information : Part I: Fully Observable Systems

Title : Stochastic Control with Stale Information : Part I: Fully Observable Systems
Authors :
Johansson, Karl Henrik
Soleymani, Touraj
Baras, John, S.
Conference : 2019 IEEE Conference on Decision and Control (CDC) pp. 4178-4182 , Nice, France
Date: December 11 - December 13, 2019

Timeliness is an emerging requirement for cyberphysical systems, where the value of information can quickly diminish
with time. Nevertheless, there are different imperfections and constraints that hinder the immediate access of decision
makers to the latest states of such systems. This obliges the designers of these systems to study the impact of information staleness on the control performance. In this paper, we focus on control with stale information and study a trade-off between the information staleness and control performance. To this purpose, we design a test channel in which the staleness of observations is chosen deliberatively. This test channel should be regarded as an abstract model that allows us to obtain the achievable region in our trade-off analysis. Based on this tradeoff, the performance of any communication channel with timevarying delay used for control applications can be assessed, and the maximum staleness that is tolerable for stability can be specified. Index Terms—age of information, communication channel, time-varying delay, estimation, freshness of information, optimal control, status update.

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