Distributed infinite-horizon optimal control of continuous-time linear systems over network

被引:5
作者
Battilotti, Stefano [1 ]
Cacace, Filippo [2 ]
D'Angelo, Massimiliano [1 ]
机构
[1] Sapienza Univ Rome, Dept Comp Control & Management, DIAG, Rome, Italy
[2] Campus Biomed Roma, Rome, Italy
关键词
consensus filters; cyber‐ physical systems; distributed optimal control; networked control systems; DECENTRALIZED CONTROL; STABILIZATION; REGULATOR;
D O I
10.1002/rnc.5316
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article deals with the distributed infinite-horizon linear-quadratic-Gaussian optimal control problem for continuous-time systems over networks. In particular, the feedback controller is composed of local control stations, which receive some measurement data from the plant process and regulates a portion of the input signal. We provide a solution when the nodes have information on the structural data of the whole network but takes local actions, and also when only local information on the network are available to the nodes. The proposed solution is arbitrarily close to the optimal centralized one (in terms of cost index) when a design parameter is set sufficiently large. Numerical simulation validate the theoretical results.
引用
收藏
页码:2082 / 2096
页数:15
相关论文
共 43 条
[1]   TIME-VARYING FEEDBACK LAWS FOR DECENTRALIZED CONTROL [J].
ANDERSON, BDO ;
MOORE, JB .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1981, 26 (05) :1133-1139
[2]   FEEDBACK STABILIZABILITY OF DECENTRALIZED DYNAMIC-SYSTEMS [J].
AOKI, M .
AUTOMATICA, 1972, 8 (02) :163-+
[3]   Decentralized control: An overview [J].
Bakule, Lubomir .
ANNUAL REVIEWS IN CONTROL, 2008, 32 (01) :87-98
[4]   Decentralized control and communication [J].
Bakule, Lubomir ;
Papik, Martin .
ANNUAL REVIEWS IN CONTROL, 2012, 36 (01) :1-10
[5]  
Battilotti S, 2018, IEEE DECIS CONTR P, P7182, DOI 10.1109/CDC.2018.8619323
[6]  
Battilotti S, 2020, P IFAC WORLD C BERL
[7]   Asymptotically optimal consensus-based distributed filtering of continuous-time linear systems [J].
Battilotti, Stefano ;
Cacace, Filippo ;
d'Angelo, Massimiliano ;
Germani, Alfredo .
AUTOMATICA, 2020, 122
[8]   Stochastic output delay identification of discrete-time Gaussian systems [J].
Battilotti, Stefano ;
d'Angelo, Massimiliano .
AUTOMATICA, 2019, 109
[9]   LQ Non-Gaussian Regulator With Markovian Control [J].
Battilotti, Stefano ;
Cacace, Filippo ;
d'Angelo, Massimiliano ;
Germani, Alfredo ;
Sinopoli, Bruno .
IEEE CONTROL SYSTEMS LETTERS, 2019, 3 (03) :679-684
[10]   The Polynomial Approach to the LQ Non-Gaussian Regulator Problem Through Output Injection [J].
Battilotti, Stefano ;
Cacace, Filippo ;
d'Angelo, Massimiliano ;
Germani, Alfredo .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 64 (02) :538-552