DocumentCode
20837
Title
On the Equivalence Between Dissipativity and Optimality of Discontinuous Nonlinear Regulators for Filippov Dynamical Systems
Author
Sadikhov, Teymur ; Haddad, Wassim M.
Author_Institution
Sch. of Aerosp. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume
59
Issue
2
fYear
2014
fDate
Feb. 2014
Firstpage
423
Lastpage
436
Abstract
In this paper, we derive guaranteed gain, sector, and disk margins for nonlinear optimal and inverse optimal discontinuous feedback regulators that minimize a nonlinear-nonquadratic performance functional for Filippov dynamical systems. Specifically, we consider dynamical systems with Lebesgue measurable and locally essentially bounded vector fields characterized by differential inclusions involving Filippov set-valued maps. In addition, we extend classical dissipativity theory to address the problem of dissipative discontinuous dynamical systems. These results are then used to derive extended Kalman-Yakubovich-Popov conditions for characterizing necessary and sufficient conditions for dissipativity of discontinuous systems using Clarke gradients and locally Lipschitz continuous storage functions. Furthermore, using the newly developed dissipativity notions we develop a return difference inequality to provide connections between dissipativity and optimality of nonlinear discontinuous controllers for Filippov dynamical systems. Specifically, using the extended Kalman-Yakubovich-Popov conditions we show that our discontinuous feedback control law satisfies a return difference inequality if and only if the controller is dissipative with respect to a quadratic supply rate.
Keywords
feedback; nonlinear dynamical systems; optimal control; vectors; Clarke gradients; Filippov dynamical systems; Filippov set-valued maps; Lebesgue measurable; bounded vector fields; classical dissipativity theory; differential inclusions; discontinuous feedback control law; discontinuous nonlinear regulators; discontinuous systems; disk margins; dissipative discontinuous dynamical systems; dissipativity notions; extended Kalman-Yakubovich-Popov conditions; guaranteed gain; inverse optimal discontinuous feedback regulator; locally Lipschitz continuous storage functions; nonlinear discontinuous controllers; nonlinear optimal discontinuous feedback regulator; nonlinear-nonquadratic performance functional minimization; quadratic supply rate; return difference inequality; Feedback control; Nonlinear dynamical systems; Optimal control; Regulators; Terrorism; Vectors; Differential inclusions; Filippov solutions; Kalman–Yakubovich-Popov conditions; discontinuous systems; disk margins; dissipativity theory; gain margins; inverse optimality; nonlinear control; optimal control; sector margins;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.2013.2283111
Filename
6606846
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