H2 Optimal Cooperation of Homogeneous Agents Subject to Delyed Information Exchange

被引:1
作者
Madjidian, Daria [1 ]
Mirkin, Leonid [2 ]
机构
[1] MIT, Informat & Decis Syst Lab, Cambridge, MA 02139 USA
[2] Technion IIT, Fac Mech Engn, IL-32000 Haifa, Israel
来源
IFAC PAPERSONLINE | 2016年 / 49卷 / 10期
关键词
Distributed cntrol; low-rank coordination; time-delay systems; H-2; optimization; DECENTRALIZED CONTROL; SYSTEMS;
D O I
10.1016/j.ifacol.2016.07.508
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a class of large-scale H-2 coordination problems where subsystems arc coupled through a penalty on their average behavior and the information exchange between agents is subject to a time delay. We derive explicit analytic expressions for the optimal control law and show that it is scalable both in terms of implementation and the computational effort required to obtain it. Specifically, the only centralized information processing required to implement the controller is averaging of local agent information, and the computational effort required to obtain it scales linearly with the number of agents. These results are a highly non-trivial extension to two previously studied special cases, where the information exchange is either delay-free or the coordination constraints are hard. (C) 2016, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All right reserved.
引用
收藏
页码:147 / 152
页数:6
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