DocumentCode :
2720636
Title :
Damped Gauss-Newton method for direct stable inversion of continuous-time nonlinear systems
Author :
Taylor, David G. ; Li, Song
Author_Institution :
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume :
1
fYear :
2003
fDate :
2-6 Nov. 2003
Firstpage :
606
Abstract :
Existing numerical methods for stable inversion require the formulation and use of the system´s inverse dynamics for implementation purposes. This paper introduces a new numerical method for stable inversion that is directly implementable using only the system´s state and output equations. In addition to this practical benefit, the proposed direct stable inversion method is globally convergent and its local rate of convergence is quadratic. An example is used to compare the proposed direct method to existing indirect methods.
Keywords :
Newton method; continuous time systems; convergence of numerical methods; finite difference methods; nonlinear control systems; sparse matrices; continuous time nonlinear systems; convergence; damped Gauss-Newton method; direct stable inversion; finite difference method; numerical method; sparse matrix technique; systems output equation; systems state equation; Convergence; Equations; Finite difference methods; Inverse problems; Least squares methods; Newton method; Nonlinear dynamical systems; Nonlinear systems; Recursive estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics Society, 2003. IECON '03. The 29th Annual Conference of the IEEE
Print_ISBN :
0-7803-7906-3
Type :
conf
DOI :
10.1109/IECON.2003.1280049
Filename :
1280049
Link To Document :
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