Estimation-based norm-optimal iterative learning control

The iterative learning control (ILC) method improvesperformance of systems that repeat the same task several times. In this paper the standard norm-optimal ILC control law for linear systems is ext ...

[1]  Neil J. Gordon,et al.  A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking , 2002, IEEE Trans. Signal Process..

[2]  Petros G. Voulgaris,et al.  On optimal ℓ∞ to ℓ∞ filtering , 1995, Autom..

[3]  Jian-Xin Xu,et al.  Iterative Learning Control , 1998 .

[4]  David H. Owens,et al.  Newton method based iterative learning control for discrete non-linear systems , 2006 .

[5]  E. Rogers,et al.  Iterative learning control using optimal feedback and feedforward actions , 1996 .

[6]  Ali H. Sayed,et al.  Linear Estimation (Information and System Sciences Series) , 2000 .

[7]  Emre Kural,et al.  96 A Survey of Iterative Learning Control Al earning-based method for high-performance tracking control , 2006 .

[8]  K. Moore,et al.  Kalman filter-augmented iterative learning control on the iteration domain , 2006, 2006 American Control Conference.

[9]  Svante Gunnarsson,et al.  Time and frequency domain convergence properties in iterative learning control , 2002 .

[10]  Andrew G. Alleyne,et al.  Norm optimal Cross-Coupled Iterative Learning Control , 2008, 2008 47th IEEE Conference on Decision and Control.

[11]  Svante Gunnarsson,et al.  A framework for analysis of observer-based ILC , 2009 .

[12]  E. Rogers,et al.  Iterative learning control for discrete-time systems with exponential rate of convergence , 1996 .

[13]  Zeungnam Bien,et al.  Iterative learning control: analysis, design, integration and applications , 1998 .

[14]  N. Gordon,et al.  Novel approach to nonlinear/non-Gaussian Bayesian state estimation , 1993 .

[15]  D K Smith,et al.  Numerical Optimization , 2001, J. Oper. Res. Soc..

[16]  Anders Robertsson,et al.  Observer-Based ILC Applied to the Gantry-Tau Parallel Kinematic Robot , 2010 .

[17]  Kevin L. Moore Iterative Learning Control: An Overview , 1993 .

[18]  T. Başar,et al.  A New Approach to Linear Filtering and Prediction Problems , 2001 .

[19]  Jie Zhang,et al.  Batch-to-batch optimal control of nonlinear batch processes based on incrementally updated models , 2004 .

[20]  K. E. Avrachenkov Iterative learning control based on quasi-Newton methods , 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

[21]  Suguru Arimoto,et al.  Bettering operation of Robots by learning , 1984, J. Field Robotics.

[22]  Svante Gunnarsson,et al.  On the design of ILC algorithms using optimization , 2001, Autom..

[23]  Patrik Axelsson,et al.  Estimation-based ILC using particle filter with application to industrial manipulators , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[24]  Michael J. Grimble,et al.  Iterative Learning Control for Deterministic Systems , 1992 .

[25]  Svante Gunnarsson,et al.  ILC applied to a flexible two-link robot model using sensor-fusion-based estimates , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

[26]  Svante Gunnarsson,et al.  A Benchmark Problem for Robust Control of a Multivariable Nonlinear Flexible Manipulator , 2008 .

[27]  Huaiyu Zhu On Information and Sufficiency , 1997 .

[28]  T. Papaioannou Information, Measures of , 2006 .

[29]  W. Rugh Linear System Theory , 1992 .