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Network Scheduling and Control Co-Design for Multi-Loop MPC.

Authors :
Liu, Kun
Ma, Aoyun
Xia, Yuanqing
Sun, Zhongqi
Johansson, Karl Henrik
Source :
IEEE Transactions on Automatic Control. Dec2019, Vol. 64 Issue 12, p5238-5245. 8p.
Publication Year :
2019

Abstract

This paper is concerned with model predictive control (MPC) for multi-loop networked control systems over shared bandwidth-limited communication networks. The plants are described by linear discrete-time systems with additive disturbances and input constraints. At each time instant, only a limited number of loops can communicate over the networks, and the scheduling sequence is determined by a network manager. Algorithms are proposed for co-designing the MPC and the scheduling protocol to stabilize all loops with conflict-free transmissions. We give conditions to ensure recursive feasibility of the optimization problems and the stability of all loops. Finally, two numerical examples show that the algorithms work well. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189286
Volume :
64
Issue :
12
Database :
Academic Search Index
Journal :
IEEE Transactions on Automatic Control
Publication Type :
Periodical
Accession number :
140253402
Full Text :
https://doi.org/10.1109/TAC.2019.2910724