Abstract
The problem of estimation of all possible states that a linear system under bounded control may take (namely, the reachable or attainable set) is addressed. A number of previously developed Lyapunov techniques for estimating the reachable set of ann-dimensional linear system are extended and compared. The techniques produce over-estimates in the form ofn-dimensional ellipsoids. Illustrative examples are solved.
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References
Leitmann, G., andSkowronski, J.,Avoidance Control, Journal of Optimization Theory and Applications, Vol. 23, pp. 581–591, 1977.
Cook, P. A.,On the Behavior of Dynamical Systems Subject to Bounded Disturbances, International Journal of Systems Science, Vol. 11, pp. 159–170, 1980.
Chernousko, F. L.,Ellipsoidal Bounds for Sets of Attainability and Uncertainty in Control Problems, Optimal Control Applications and Methods, Vol. 3, pp. 187–202, 1982.
Summers, D.,Lyapunov Approximation of Reachable Sets for Uncertain Linear Systems, International Journal of Control, Vol. 41, pp. 1235–1243, 1985.
Sabin, G. C. W., andSummers, D.,Optimal Technique for Estimating the Reachable Set of a Controlled n-Dimensional Linear System, International Journal of Systems Science, Vol. 21, pp. 675–692, 1990.
Leitmann, G.,Deterministic Control of Uncertain Systems via a Constructive Use of Lyapunov Stability Theory, SIAM Conference on Control in the 90's, San Francisco, California, 1989.
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Communicated by J. Speyer
This work was supported by the Natural Sciences and Engineering Research Council of Canada, Operating Grant Nos. A-0621 and A-4080, and by Research Personnel Support from the Dean of Science, Memorial University of Newfoundland, Canada.
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Summers, D., Wu, Z.Y. & Sabin, G.C.W. State estimation of linear dynamical systems under bounded control. J Optim Theory Appl 72, 299–318 (1992). https://doi.org/10.1007/BF00940520
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DOI: https://doi.org/10.1007/BF00940520