arrow
Return

Anytime Control Under Practical Communication Models

delete2022-10-01
delete2
delete
OA
AI
W
Wanchun Liu *
D
Daniel E. Quevedo
Y
Yonghui Li
B
Branka Vucetic
DOI:10.1109/TAC.2021.3115422delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
Abstract

Abstract

En 中文
In this article, 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, respectively, and are modeled as a multistate Markov process. To compensate 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.
Keywords:
Wireless sensor networks
Wireless communication
Markov processes
Fading channels
Computational modeling
Actuators
Stability criteria
Control over communications
Markov fading channels
nonlinear systems
stability of nonlinear systems

Journal

IEEE Transactions on Automatic Control cover
IEEE Transactions on Automatic Control
IF:
7
Papers:
1.3W
Citations:
6.7W

Organization

U
University of Sydney
Scholars:
6.5W
Papers: 6.2W
Citations: 90