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.”
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Bibliography
Adler RL, Konheim AG, McAndrew MH (1965) Topological entropy. Trans Amer Math Soc 114:309–319
Barreira L, Valls C (2008) Stability of nonautonomous differential equations. Lecture notes in mathematics, vol. 1926. Springer, Berlin
Bowen R (1971) Entropy for group endomorphisms and homogeneous spaces. Trans Am Math Soc 153:401–414
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
Colonius F (2012) Minimal bit rates and entropy for stabilization. SIAM J Control Optim 50: 2988–3010
Colonius F, Kawan C (2009) Invariance entropy for control systems. SIAM J Control Optim 48:1701–1721
Colonius F, Kawan C (2011) Invariance entropy for outputs. Math Control Signals Syst 22: 203–227
Colonius F, Kliemann W (2000) The dynamics of control. Birkhäuser-Verlag, Boston
Colonius F, Kawan C, Nair GN (2013) A note on topological feedback entropy and invariance entropy. Syst Control Lett 62:377–381
Coron J-M (1994) Linearized control systems and applications to smooth stabilization. SIAM J Control Optim 32:358–386
Da Silva AJ (2013) Invariance entropy for random control systems. Math Control Signals Syst 25:491–516
Demers MF, Young L-S (2006) Escape rates and conditionally invariant measures. Nonlinearity 19:377–397
Hagihara R, Nair GN (2013) Two extensions of topological feedback entropy. Math Control Signals Syst 25:473–490
Katok A (2007) Fifty years of entropy in dynamics: 1958–2007. J Mod Dyn 1:545–596
Kawan C (2011a) Upper and lower estimates for invariance entropy. Discret Contin Dyn Syst 30:169–186
Kawan C (2011b) Invariance entropy of control sets. SIAM J Control Optim 49:732–751
Kawan C (2011c) Lower bounds for the strict invariance entropy. Nonlinearity 24:1910–1935
Kawan C (2013) Invariance entropy for deterministic control systems – an introduction. Lecture notes in mathematics vol 2089. Springer, Berlin
Nair GN, Evans RJ, Mareels IMY, Moran W (2004) Topological feedback entropy and nonlinear stabilization. IEEE Trans Autom Control 49:1585–1597
Nair GN, Fagnani F, Zampieri S, Evans RJ (2007) Feedback control under data rate constraints: an overview. Proc IEEE 95:108–137
Young L-S (1990) Large deviations in dynamical systems. Trans Am Math Soc 318:525–543
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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
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DOI: https://doi.org/10.1007/978-1-4471-5102-9_150-1
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