Skip to main content

Data Rate of Nonlinear Control Systems and Feedback Entropy

  • Living reference work entry
  • First Online:

Abstract

Topological feedback entropy is a measure for the smallest information rate in a digital communication channel between the coder and the controller of a control system, above which the control task of rendering a subset of the state space invariant can be solved. It is defined purely in terms of the open-loop system without making reference to a particular coding and control scheme and can also be regarded as a measure for the inherent rate at which the system generates “invariance information.”

This is a preview of subscription content, log in via an institution.

Bibliography

  • Adler RL, Konheim AG, McAndrew MH (1965) Topological entropy. Trans Amer Math Soc 114:309–319

    Article  MATH  MathSciNet  Google Scholar 

  • Barreira L, Valls C (2008) Stability of nonautonomous differential equations. Lecture notes in mathematics, vol. 1926. Springer, Berlin

    Google Scholar 

  • Bowen R (1971) Entropy for group endomorphisms and homogeneous spaces. Trans Am Math Soc 153:401–414

    Article  MATH  MathSciNet  Google Scholar 

  • Colonius F (2010) Minimal data rates and invariance entropy. Electronic Proceedings of the conference on mathematical theory of networks and systems (MTNS), Budapest, 5–9 July 2010

    Google Scholar 

  • Colonius F (2012) Minimal bit rates and entropy for stabilization. SIAM J Control Optim 50: 2988–3010

    Article  MATH  MathSciNet  Google Scholar 

  • Colonius F, Kawan C (2009) Invariance entropy for control systems. SIAM J Control Optim 48:1701–1721

    Article  MATH  MathSciNet  Google Scholar 

  • Colonius F, Kawan C (2011) Invariance entropy for outputs. Math Control Signals Syst 22: 203–227

    Article  MATH  MathSciNet  Google Scholar 

  • Colonius F, Kliemann W (2000) The dynamics of control. Birkhäuser-Verlag, Boston

    Book  Google Scholar 

  • Colonius F, Kawan C, Nair GN (2013) A note on topological feedback entropy and invariance entropy. Syst Control Lett 62:377–381

    Article  MATH  MathSciNet  Google Scholar 

  • Coron J-M (1994) Linearized control systems and applications to smooth stabilization. SIAM J Control Optim 32:358–386

    Article  MATH  MathSciNet  Google Scholar 

  • Da Silva AJ (2013) Invariance entropy for random control systems. Math Control Signals Syst 25:491–516

    Article  Google Scholar 

  • Demers MF, Young L-S (2006) Escape rates and conditionally invariant measures. Nonlinearity 19:377–397

    Article  MATH  MathSciNet  Google Scholar 

  • Hagihara R, Nair GN (2013) Two extensions of topological feedback entropy. Math Control Signals Syst 25:473–490

    Article  MathSciNet  Google Scholar 

  • Katok A (2007) Fifty years of entropy in dynamics: 1958–2007. J Mod Dyn 1:545–596

    Article  MATH  MathSciNet  Google Scholar 

  • Kawan C (2011a) Upper and lower estimates for invariance entropy. Discret Contin Dyn Syst 30:169–186

    Article  MATH  MathSciNet  Google Scholar 

  • Kawan C (2011b) Invariance entropy of control sets. SIAM J Control Optim 49:732–751

    Article  MATH  MathSciNet  Google Scholar 

  • Kawan C (2011c) Lower bounds for the strict invariance entropy. Nonlinearity 24:1910–1935

    Article  MathSciNet  Google Scholar 

  • Kawan C (2013) Invariance entropy for deterministic control systems – an introduction. Lecture notes in mathematics vol 2089. Springer, Berlin

    Google Scholar 

  • Nair GN, Evans RJ, Mareels IMY, Moran W (2004) Topological feedback entropy and nonlinear stabilization. IEEE Trans Autom Control 49:1585–1597

    Article  MathSciNet  Google Scholar 

  • Nair GN, Fagnani F, Zampieri S, Evans RJ (2007) Feedback control under data rate constraints: an overview. Proc IEEE 95:108–137

    Article  Google Scholar 

  • Young L-S (1990) Large deviations in dynamical systems. Trans Am Math Soc 318:525–543

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Christoph Kawan Dr. .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer-Verlag London

About this entry

Cite this entry

Kawan, C. (2014). Data Rate of Nonlinear Control Systems and Feedback Entropy. In: Baillieul, J., Samad, T. (eds) Encyclopedia of Systems and Control. Springer, London. https://doi.org/10.1007/978-1-4471-5102-9_150-1

Download citation

  • DOI: https://doi.org/10.1007/978-1-4471-5102-9_150-1

  • Received:

  • Accepted:

  • Published:

  • Publisher Name: Springer, London

  • Online ISBN: 978-1-4471-5102-9

  • eBook Packages: Springer Reference EngineeringReference Module Computer Science and Engineering

Publish with us

Policies and ethics