Skip to main content
Top

2016 | OriginalPaper | Chapter

36. LQR-Based Optimal Leader-Follower Consensus of Second-Order Multi-agent Systems

Authors : Zonggang Li, Tongzhou Zhang, Guangming Xie

Published in: Proceedings of the 2015 Chinese Intelligent Systems Conference

Publisher: Springer Berlin Heidelberg

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This paper considers an optimal consensus problem of second-order leader-follower multi-agent systems by using inverse optimality and LMI method. For a given control input, under the condition that the communication topology among followers is undirected connected, a positive definite matrix in a linear quadratic performance index function is obtained, which makes the linear quadratic performance index function to obtain the minimum value. Meanwhile, through theory analysis, we prove that the coefficient matrix of the given control input is the optimal feedback gain matrix. The simulation results show the effectiveness of our conclusions.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Vicsek T, Czirok A, Ben-Jacob E (1995) Novel type of phase transition in a system of self-driven particles. Phys Rev Lett 75(6):1226–1229MathSciNetCrossRef Vicsek T, Czirok A, Ben-Jacob E (1995) Novel type of phase transition in a system of self-driven particles. Phys Rev Lett 75(6):1226–1229MathSciNetCrossRef
2.
go back to reference Jadbabaie A, Lin J, Morse AS (2003) Coordination of groups of mobile autonomous agents using nearest neighbor rules. IEEE Trans Autom Control 48(6):988–1001MathSciNetCrossRef Jadbabaie A, Lin J, Morse AS (2003) Coordination of groups of mobile autonomous agents using nearest neighbor rules. IEEE Trans Autom Control 48(6):988–1001MathSciNetCrossRef
3.
go back to reference Savkin AV (2004) Coordinated collective motion of groups of autonomous mobile robots: analysis of Vicsek model. IEEE Trans Autom Control 39(6):981–983MathSciNetCrossRef Savkin AV (2004) Coordinated collective motion of groups of autonomous mobile robots: analysis of Vicsek model. IEEE Trans Autom Control 39(6):981–983MathSciNetCrossRef
4.
go back to reference Olfati-Saber R, Murray RM (2004) Consensus problems in networks of agents with switching topology and time-delays. IEEE Trans Autom Control 49(9):1520–1533MathSciNetCrossRef Olfati-Saber R, Murray RM (2004) Consensus problems in networks of agents with switching topology and time-delays. IEEE Trans Autom Control 49(9):1520–1533MathSciNetCrossRef
5.
6.
go back to reference Semsar-Kazerooni E, Khorasani K (2010) Optimal consensus seeking in a network of multiagent systems: an LMI approach. IEEE Trans Syst Man Cybern 40(2):540–547CrossRef Semsar-Kazerooni E, Khorasani K (2010) Optimal consensus seeking in a network of multiagent systems: an LMI approach. IEEE Trans Syst Man Cybern 40(2):540–547CrossRef
7.
go back to reference Cao YC, Ren W (2010) Optimal linear-consensus algorithms: an LQR perspective. IEEE Trans Syst Man Cybern 40(3):819–830CrossRef Cao YC, Ren W (2010) Optimal linear-consensus algorithms: an LQR perspective. IEEE Trans Syst Man Cybern 40(3):819–830CrossRef
8.
go back to reference Movric KH, Lewis FL (2014) Cooperative optimal control formulti-agent systems on directed graph topologies. IEEE Trans Autom Control 59(3):769–774 Movric KH, Lewis FL (2014) Cooperative optimal control formulti-agent systems on directed graph topologies. IEEE Trans Autom Control 59(3):769–774
9.
10.
go back to reference Xie XS (1984) Optimal control theory and application, pp 385–389. Tsinghua University Press, Beijing Xie XS (1984) Optimal control theory and application, pp 385–389. Tsinghua University Press, Beijing
11.
go back to reference Ren W, Beard RW (2008) Distributed consensus in multi-vehicle cooperative control theory and applications. Springer, Berlin Ren W, Beard RW (2008) Distributed consensus in multi-vehicle cooperative control theory and applications. Springer, Berlin
Metadata
Title
LQR-Based Optimal Leader-Follower Consensus of Second-Order Multi-agent Systems
Authors
Zonggang Li
Tongzhou Zhang
Guangming Xie
Copyright Year
2016
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-48365-7_36

Premium Partner