Title :
A Formal Linearization for a General Class of Time-varying Nonlinear Systems by the Cubic Hermite Interpolation and a Nonlinear Observer
Author :
Narikiyo, Katsuhiro ; Takata, Hitoshi
Author_Institution :
Hiroshima Natl. Coll. of Maritime Tech.
Abstract :
A computational method of the formal linearization for time-varying nonlinear systems by using the cubic Hermite interpolation is proposed. We introduce a linearizing function that consists of the state variables, their squares, and the cubes. The nonlinear terms are approximated by the cubic Hermite interpolation and thus a formal linear time-varying system with respect to the linearizing function is acquired. The execution of this method is easily carried out by simple matrix multiplications. A nonlinear observer is synthesized as an application of this method and is verified through numerical example
Keywords :
interpolation; linearisation techniques; matrix multiplication; nonlinear control systems; observers; time-varying systems; computational method; cubic Hermite interpolation; formal linear time-varying system; formal linearization; linearizing function; matrix multiplications; nonlinear observer; time-varying nonlinear systems; Application software; Differential equations; Educational institutions; Interpolation; Linear systems; Multidimensional systems; Nonlinear systems; Observers; Systems engineering and theory; Time varying systems; cubic Hermite interpolation; linearization; observer;
Conference_Titel :
Control, Automation, Robotics and Vision, 2006. ICARCV '06. 9th International Conference on
Conference_Location :
Singapore
Print_ISBN :
1-4244-0341-3
Electronic_ISBN :
1-4214-042-1
DOI :
10.1109/ICARCV.2006.345167