Global Output-Feedback Extremum Seeking Control for Nonlinear Systems with Arbitrary Relative Degree

Abstract An output-feedback sliding mode based extremum seeking controller was recently introduced for linear uncertain systems by using periodic switching functions. Nonlinear systems were also considered but restricted to relative degree one plants as well as the former linear case. Here, generalization is achieved to include more general dynamics with arbitrary relative degree. Global stability properties of the closed-loop system with convergence to a controlled neighborhood of the desired maximum point are also rigorously proved. Simulation results illustrate the performance of the proposed extremum seeking control algorithm.

[1]  Tankut Acarman,et al.  Stability and performance improvement of extremum seeking control with sliding mode , 2003 .

[2]  Ümit Özgüner,et al.  Extremum-Seeking Control in Constrained Source Tracing With Nonholonomic Vehicles , 2009, IEEE Transactions on Industrial Electronics.

[3]  Liu Hsu,et al.  Global tracking sliding mode control for a class of nonlinear systems via variable gain observer , 2011 .

[4]  Liu Hsu,et al.  Global output-feedback extremum seeking control via monitoring functions , 2013, 52nd IEEE Conference on Decision and Control.

[5]  Ying Tan,et al.  On non-local stability properties of extremum seeking control , 2006, Autom..

[6]  Liu Hsu,et al.  Global real-time optimization by output-feedback extremum-seeking control with sliding modes , 2012, J. Frankl. Inst..

[7]  Miroslav Krstic,et al.  Stability of extremum seeking feedback for general nonlinear dynamic systems , 2000, Autom..

[8]  Miroslav Krstic,et al.  Source seeking with non-holonomic unicycle without position measurement and with tuning of forward velocity , 2007, Syst. Control. Lett..

[9]  P. Olver Nonlinear Systems , 2013 .

[10]  Kartik B. Ariyur,et al.  Real-Time Optimization by Extremum-Seeking Control , 2003 .

[11]  Liu Hsu,et al.  Output-feedback global tracking for unknown control direction plants with application to extremum-seeking control , 2011, Autom..

[12]  Ying Tan,et al.  On global extremum seeking in the presence of local extrema , 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

[13]  Miroslav Krstic,et al.  Extremum seeking for moderately unstable systems and for autonomous vehicle target tracking without position measurements , 2006, 2006 American Control Conference.

[14]  Miroslav Krstic,et al.  3-D Source Seeking for Underactuated Vehicles Without Position Measurement , 2009, IEEE Transactions on Robotics.