mlsanityData to 14 Oct 2026

Anytime Control under Practical Communication Model

arXiv 2012.00962 ↗First posted 2 Dec 2020cs.IT cs.SY eess.SPcited by 2

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Abstract (arXiv)

We investigate a novel anytime control algorithm for wireless networked control with random dropouts. The controller computes sequences of tentative future control commands using time-varying (Markovian) computational resources. The sensor-controller and controller-actuator channel states are spatial- and time-correlated, and are modeled as a multi-state Markov process. To compensate for the effect of packet dropouts, a dual-buffer mechanism is proposed. We develop a novel cycle-cost-based approach to obtain the stability conditions on the nonlinear plant, controller, network and computational resources.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 2 Dec 2020.

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2 papers.