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Optimal Coordination of Homogeneous Agents Subject to Delayed Information Exchange

Madjidian, Daria LU ; Mirkin, Leonid and Rantzer, Anders LU (2014) 53rd IEEE Conference on Decision and Control
Abstract
We consider a class of large scale linear-quadratic coordination problems where the information exchange is subject to a time-delay. We show that several previously known properties of the optimal solution to the delay-free problem extend to this case. In particular, the optimal control law comprises a diagonal (decentralized) term complemented by a rank-one coordination term, which can be implemented by a simple averaging operation. Moreover, the computational effort required to obtain the controller is independent of the number of subsystems.
Please use this url to cite or link to this publication:
author
; and
organization
publishing date
type
Contribution to conference
publication status
published
subject
keywords
Time-delay systems, dead-time compensation, numerical methods, large-scale systems, distributed control.
pages
6 pages
conference name
53rd IEEE Conference on Decision and Control
conference location
Los Angeles, CA, United States
conference dates
2014-12-15
external identifiers
  • scopus:84988222657
project
LCCC
AEOLUS
language
English
LU publication?
yes
id
071dfe75-63c6-4885-83f6-e1cfa32191ad (old id 4679486)
date added to LUP
2016-04-04 14:07:15
date last changed
2021-10-06 01:07:44
@misc{071dfe75-63c6-4885-83f6-e1cfa32191ad,
  abstract     = {We consider a class of large scale linear-quadratic coordination problems where the information exchange is subject to a time-delay. We show that several previously known properties of the optimal solution to the delay-free problem extend to this case. In particular, the optimal control law comprises a diagonal (decentralized) term complemented by a rank-one coordination term, which can be implemented by a simple averaging operation. Moreover, the computational effort required to obtain the controller is independent of the number of subsystems.},
  author       = {Madjidian, Daria and Mirkin, Leonid and Rantzer, Anders},
  language     = {eng},
  title        = {Optimal Coordination of Homogeneous Agents Subject to Delayed Information Exchange},
  url          = {https://lup.lub.lu.se/search/files/6285286/4679550.pdf},
  year         = {2014},
}