Hermite Polynomials for Iterative Output Replanning for Flat Systems Affected by Additive Noise

The paper considers the output tracking problem for nonlinear systems whose performance output is also a flat output of the system itself. A desired output signal is sought on the actual performance output by using a feedforward inverse input that is periodically updated with discrete‐time feedback of the sampled state of the system. The proposed method is based on an iterative output replanning that uses the desired output trajectory and the sampled state to replan an output trajectory whose inverse input helps in reducing the tracking error. This iterative replanning exploits the Hermite interpolating polynomials to achieve an overall arbitrarily smooth input and a tracking error that can be made arbitrarily small if the state sampling period is sufficiently small and mild assumptions are considered. Some simulation results are presented for the cases of a unicycle and a one‐trailer system affected by additive noise.

[1]  A. Spitzbart A Generalization of Hermite's Interpolation Formula , 1960 .

[2]  Bruce A. Francis,et al.  The internal model principle of control theory , 1976, Autom..

[3]  T. Fossum,et al.  A Mathematical Model for Trailer–Truck Jackknifing , 1981 .

[4]  G. Basile,et al.  Controlled and conditioned invariants in linear system theory , 1992 .

[5]  M. Fliess,et al.  Flatness and defect of non-linear systems: introductory theory and examples , 1995 .

[6]  Mitsuji Sampei,et al.  Arbitrary path tracking control of articulated vehicles using nonlinear control theory , 1995, IEEE Trans. Control. Syst. Technol..

[7]  B. Paden,et al.  Nonlinear inversion-based output tracking , 1996, IEEE Trans. Autom. Control..

[8]  L. Hunt,et al.  Noncausal inverses for linear systems , 1996, IEEE Trans. Autom. Control..

[9]  C. Samson,et al.  EXPONENTIAL STABILIZATION OF NONLINEAR DRIFTLESS SYSTEMS WITH ROBUSTNESS TO UNMODELED DYNAMICS , 1999 .

[10]  Jun-Ho Oh,et al.  Experiments of backward tracking control for trailer system , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[11]  Giuseppe Oriolo,et al.  Robust stabilization via iterative state steering with an application to chained-form systems , 2001, Autom..

[12]  Aurelio Piazzi,et al.  Optimal inversion-based control for the set-point regulation of nonminimum-phase uncertain scalar systems , 2001, IEEE Trans. Autom. Control..

[13]  Santosh Devasia,et al.  Should model-based inverse inputs be used as feedforward under plant uncertainty? , 2002, IEEE Trans. Autom. Control..

[14]  Aurelio Piazzi,et al.  Quintic G2-splines for the iterative steering ofvision-based autonomous vehicles , 2002, IEEE Trans. Intell. Transp. Syst..

[15]  Sunil K. Agrawal,et al.  Differentially Flat Systems , 2004 .

[16]  Jie Huang,et al.  A general formulation and solvability of the global robust output regulation problem , 2005, IEEE Trans. Autom. Control..

[17]  Pascal Morin,et al.  Motion Control of Wheeled Mobile Robots , 2008, Springer Handbook of Robotics.

[18]  Alberto Isidori,et al.  Control Theory for Automation: Fundamentals , 2009, Handbook of Automation.

[19]  J. Lévine Analysis and Control of Nonlinear Systems: A Flatness-based Approach , 2009 .

[20]  Jean Levine,et al.  Analysis and Control of Nonlinear Systems , 2009 .

[21]  A. Piazzi,et al.  Iterative output replanning for flat systems affected by additive noise , 2010, 49th IEEE Conference on Decision and Control (CDC).

[22]  B. Rehák Alternative Method of Solution of the Regulator Equation: L2‐Space Approach , 2012 .