Abstract
For continuous time control systems, this paper analyzes output invariance entropy as a measure for the information necessary to achieve invariance of compact subsets of the output space. For linear control systems with compact control range, relations to controllability and observability properties are studied. Furthermore, the notion of asymptotic output invariance entropy is introduced and characterized for these systems.
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References
Allgöwer F, Zheng A (eds) (2000) Nonlinear model predictive control. In: Progress in systems and control theory, vol 26. Birkhäuser Verlag, Basel
Antsaklis P, Michel A (2006) Linear systems. Birkhäuser, Boston
Bowen R (1971) Entropy for group endomorphisms and homogeneous spaces. Tran Am Math Soc 153: 401–414
Carli R, Bullo F (2009) Quantized coordination algorithms for rendezvous and deployment. SIAM J Control Optim 48: 1251–1274
Colonius F (2010) Minimal data rates and invariance entropy. In: Electronic proceedings of the conference on mathematical theory of networks and systems (MTNS), Budapest July 5–9
Colonius F, Kawan C (2009) Invariance entropy for control systems. SIAM J Control Optim 48: 1701–1721
Colonius F, Kliemann W (2000) The dynamics of control. Birkhäuser, Boston
Colonius F, Spadini M (2003) Uniqueness of local control sets. J Dyn Control Syst 9: 513–530
Grüne L (2009) Analysis and design of unconstrained nonlinear MPC schemes for finite and infinite dimensional systems. SIAM J Control Optim 48: 1206–1228
Gupta V, Dana A, Hespanha J, Murray R, Hassibi B (2009) Data transmission over networks for estimation and control. IEEE Trans Autom Control 54: 1807–1819
Katok A, Hasselblatt B (1995) Introduction to the modern theory of dynamical systems. Cambridge University Press, Cambridge
Kawan C (2009) Invariance entropy for control systems. Doctoral thesis, Institut für Mathematik, Universität Augsburg, 2009. http://opus.bibliothek.uni-augsburg.de/volltexte/2010/1506/
Lee EB, Markus L (1967) Foundations of optimal control theory. Wiley, New York
Macki J, Strauss A (1982) Introduction to optimal control theory. Springer, Berlin
Nair G, Evans RJ, Mareels I, Moran W (2004) Topological feedback entropy and nonlinear stabilization. IEEE Trans Autom Control 49: 1585–1597
Robinson C (1999) Dynamical systems. stability, symbolic dynamics, and chaos, 2nd edn. CRC Press, West Palm Beach
Wong W, Brockett R (1997) Systems with finite communication bandwidth constraints.I. State estimation problems. IEEE Trans Autom Control 42: 1294–1299
Wong W, Brockett R (1999) Systems with finite communication bandwidth constraints II. Stabilization with limited information feedback. IEEE Trans Autom Control 44: 1049–1053
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Supported by DFG Grant Co 124/17-1 within DFG Priority Program 1305.
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Colonius, F., Kawan, C. Invariance entropy for outputs. Math. Control Signals Syst. 22, 203–227 (2011). https://doi.org/10.1007/s00498-011-0056-9
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DOI: https://doi.org/10.1007/s00498-011-0056-9