Abstract
Uncertainty is an inherent feature of all real-life complex systems. It can be described in different forms; we focus on the parametric description. The simplest results on stability of linear systems under parametric uncertainty are the Kharitonov theorem, edge theorem, and graphical tests. More advanced results include sufficient conditions for robust stability with matrix uncertainty, LMI tools, and randomized methods. Similar approaches are used for robust control synthesis, where performance issues are crucial.
Bibliography
Ackermann J (1993) Robust control: systems with uncertain physical parameters. Springer, London
Barmish BR (1994) New tools in robustness of linear systems. Macmillan, New York
Bartlett AC, Hollot CV, Lin H (1988) Root locations of an entire polytope of polynomials: it suffices to check the edges. Math Control Sig Syst 1(1):61–71
Bhattacharyya SP, Chapellat H, Keel LH (1995) Robust control: the parametric approach. Prentice Hall, Upper Saddle River
Boyd S, El Ghaoui L, Feron E, Balakrishnan V (1994) Linear matrix inequalities in system and control theory. SIAM, Philadelphia
Frazer RA, Duncan WJ (1929) On the criteria for the stability of small motions. Proc R Soc Lond A 124(795):642–654
Gantmacher FR (2000) The theory of matrices. AMS, Providence
Kharitonov VL (1978) Asymptotic stability of an equilibrium position of a family of systems of linear differential equations. Differentsial’nye Uravneniya 14:2086–2088
Kiselev ON, Le Hung Lan, Polyak BT (1997) Frequency responses under parametric uncertainty. Autom Remote Control 58(Pt. 2, 4):645–661
Leitmann G (1979) Guaranteed asymptotic stability for some linear systems with bounded uncertainties. J Dyn Syst Measure Control 101(3):212–216
Nemirovskii AS (1994) Several NP-hard problems arising in robust stability analysis. Math Control Sig Syst 6(1):99–105
Polyak BT, Shcherbakov PS (2002) Superstable linear control systems. I. Analysis; II. Design. Autom Remote Control 63(8):1239–1254; 63(11):1745–1763
Tempo R, Calafiore G, Dabbene F (2013) Randomized algorithms for analysis and control of uncertain systems, with applications, 2nd edn. Springer, London
Tsypkin YZ, Polyak BT (1991) Frequency domain criteria for l p-robust stability of continuous systems. IEEE Trans Autom Control 36(12):1464–1469
Zadeh LA, Desoer CA (1963) Linear system theory – a state space approach. McGraw-Hill, New York
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Polyak, B., Shcherbakov, P. (2013). Stability and Performance of Complex Systems Affected by Parametric Uncertainty. In: Baillieul, J., Samad, T. (eds) Encyclopedia of Systems and Control. Springer, London. https://doi.org/10.1007/978-1-4471-5102-9_137-1
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DOI: https://doi.org/10.1007/978-1-4471-5102-9_137-1
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Publisher Name: Springer, London
Online ISBN: 978-1-4471-5102-9
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Latest
Stability and Performance of Complex Systems Affected by Parametric Uncertainty- Published:
- 16 October 2019
DOI: https://doi.org/10.1007/978-1-4471-5102-9_137-2
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Original
Stability and Performance of Complex Systems Affected by Parametric Uncertainty- Published:
- 23 March 2014
DOI: https://doi.org/10.1007/978-1-4471-5102-9_137-1