Title :
Nonlinear input-normal realizations based on the differential eigenstructure of Hankel operators
Author :
Fujimoto, K. ; Scherpen, J.M.A.
Author_Institution :
Dept. of Mech. Sci. & Eng., Nagoya Univ., Japan
Abstract :
This paper investigates the differential eigenstructure of Hankel operators for nonlinear systems. First, it is proven that the variational system and the Hamiltonian extension with extended input and output spaces can be interpreted as the Ga/spl circ/teaux differential and its adjoint of a dynamical input-output system, respectively. Second, the Ga/spl circ/teaux differential is utilized to clarify the main result the differential eigenstructure of the nonlinear Hankel operator which is closely related to the Hankel norm of the original system. Third, a new characterization of the nonlinear extension of Hankel singular values are given based on the differential eigenstructure. Finally, a balancing procedure to obtain a new input-normal/output-diagonal realization is derived. The results in this paper thus provide new insights to the realization and balancing theory for nonlinear systems.
Keywords :
differential equations; eigenvalues and eigenfunctions; nonlinear control systems; realisation theory; state-space methods; Gateaux differential; Hamiltonian extension; Hankel operators; Hankel singular values; adjoint operators; balancing theory; differential eigenstructure; dynamical input-output system; nonlinear input-normal realizations; nonlinear systems; variational system; Control systems; Controllability; Linear systems; Mathematics; Nonlinear systems; Observability; Reduced order systems; Balanced realization; model reduction; nonlinear control;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2004.840476