Modeling and Control of Flexible Manipulators

Industrial robot manipulators are general-purpose machines used for industrial automation in order to increase productivity, flexibility, and product quality. Other reasons for using industrial rob ...

[1]  Mikael Norrlöf,et al.  Closed-Loop Identification of an Industrial Robot Containing Flexibilities , 2003 .

[2]  Svante Björklund,et al.  A Survey and Comparison of Time-Delay Estimation Methods in Linear Systems , 2003 .

[3]  Stephen A. Dyer,et al.  Digital signal processing , 2018, 8th International Multitopic Conference, 2004. Proceedings of INMIC 2004..

[4]  J. Sjöberg.  Non-Linear System Identification with Neural Networks , 1995 .

[5]  Thomas R. Kane,et al.  The Use of Kane's Dynamical Equations in Robotics , 1983 .

[6]  Takeo Kanade,et al.  Real-time implementation and evaluation of the computed-torque scheme , 1989, IEEE Trans. Robotics Autom..

[7]  Anna Hagenblad,et al.  Aspects of the Identification of Wiener Models , 1999 .

[8]  V. Mehrmann,et al.  Index reduction for differential‐algebraic equations by minimal extension , 2004 .

[9]  R. Murray,et al.  Real‐time trajectory generation for differentially flat systems , 1998 .

[10]  Alin Albu-Schäffer,et al.  Parameter identification and passivity based joint control for a 7 DOF torque controlled light weight robot , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[11]  G. Hendeby,et al.  Performance and Implementation Aspects of Nonlinear Filtering , 2008 .

[12]  Stig Moberg,et al.  Inverse Dynamics of Flexible Manipulators - A DAE Approach , 2008 .

[13]  Patrick Guillaume.  Frequency response measurements of multivariable systems using nonlinear averaging techniques , 1998, IEEE Trans. Instrum. Meas..

[14]  Carlos Canudas de Wit,et al.  A new model for control of systems with friction , 1995, IEEE Trans. Autom. Control..

[15]  Jan Swevers,et al.  The generalized Maxwell-slip model: a novel model for friction Simulation and compensation , 2005, IEEE Transactions on Automatic Control.

[16]  Fredrik Tjärnström,et al.  Quality Estimation of Approximate Models , 2000 .

[17]  Alessandro De Luca,et al.  A sufficient condition for full linearization via dynamic state feedback , 1986, 1986 25th IEEE Conference on Decision and Control.

[18]  Magnus Larsson,et al.  On Modeling and Diagnosis of Discrete Event Dynamic Systems , 1997 .

[19]  Torsten P. Bohlin,et al.  Practical Grey-box Process Identification: Theory and Applications , 2006 .

[20]  Lennart Ljung,et al.  Modeling Of Dynamic Systems , 1994 .

[21]  Erik Wernholt,et al.  On Multivariable and Nonlinear Identification of Industrial Robots , 2004 .

[22]  John J. Craig,et al.  Introduction to Robotics Mechanics and Control , 1986 .

[23]  Thomas Kailath,et al.  Linear Systems , 1980 .

[24]  M. G. Mylroi.  Control Theory , 1969, Nature.

[25]  P. Tomei.  A simple PD controller for robots with elastic joints , 1991 .

[26]  Peter Andersson.  Adaptive Forgetting through Multiple Models and Adaptive Control of Car Dynamics , 1983 .

[27]  Fredrik Gustafsson,et al.  Power Control in Cellular Radio Systems , 2000 .

[28]  Henrik Tidefelt.  Structural algorithms and perturbations in differential-algebraic equations , 2007 .

[29]  Wen-Hong Zhu,et al.  A variable structure robot control algorithm with an observer , 1992, IEEE Trans. Robotics Autom..

[30]  Alexander Nordström.  Indentifiering och reglering av industrirobot med hjälp av accelerometer , 2006 .

[31]  Alessandro De Luca,et al.  A general algorithm for dynamic feedback linearization of robots with elastic joints , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[32]  S. Gunnarsson,et al.  Detection and Estimation of Nonlinear Distortions in Industrial Robots , 2006, 2006 IEEE Instrumentation and Measurement Technology Conference Proceedings.

[33]  Volker Mehrmann,et al.  Differential-Algebraic Equations: Analysis and Numerical Solution , 2006 .

[34]  George M. Siouris,et al.  Applied Optimal Control: Optimization, Estimation, and Control , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[35]  Warren P. Seering,et al.  A nonlinear model of a harmonic drive gear transmission , 1996, IEEE Trans. Robotics Autom..

[36]  Ian Postlethwaite,et al.  Multivariable Feedback Control: Analysis and Design , 1996 .

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

[38]  Sören Andersson.  Sensor Array Processing : Application to Mobile Communication Systems and Dimension Reduction , 1990 .

[39]  Anthony M. Bloch,et al.  Nonlinear Dynamical Control Systems (H. Nijmeijer and A. J. van der Schaft) , 1991, SIAM Review.

[40]  P. Lindskog.  Algorithms and Tools for System Identification Using Prior Knowledge , 1994 .

[41]  Alin Albu-Schäffer,et al.  A Unified Passivity-based Control Framework for Position, Torque and Impedance Control of Flexible Joint Robots , 2007, Int. J. Robotics Res..

[42]  Alessandro De Luca.  Feedforward/Feedback Laws for the Control of Flexible Robots , 2000, ICRA.

[43]  Jonas Elbornsson,et al.  Equalization of Distortion in A/D Converters , 2001 .

[44]  L. Sweet,et al.  Redefinition of the robot motion-control problem , 1985, IEEE Control Systems Magazine.

[45]  Henrik Olsson,et al.  Control Systems with Friction , 1996 .

[46]  Karl Johan Åström,et al.  Computer-Controlled Systems: Theory and Design , 1984 .

[47]  M. Enqvist.  Linear models of nonlinear systems , 2005 .

[48]  Rafael Kelly,et al.  PD control with feedforward compensation for robot manipulators: analysis and experimentation , 2001, Robotica.

[49]  D. Brillinger.  Time series - data analysis and theory , 1981, Classics in applied mathematics.

[50]  Sven Erik Mattsson,et al.  Index Reduction in Differential-Algebraic Equations Using Dummy Derivatives , 1993, SIAM J. Sci. Comput..

[51]  B. Wahlberg.  On Model Simplification in System Identification , 1985 .

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

[53]  J. W. Humberston.  Classical mechanics , 1980, Nature.

[54]  Alessandro De Luca,et al.  Rest-to-rest motion of a one-link flexible arm , 2001, AIM 2001.

[55]  Wojciech Blajer,et al.  Dynamics and control of mechanical systems in partly specified motion , 1997 .

[56]  Ola Härkegård,et al.  Flight Control Design using Backstepping , 2001 .

[57]  Frida Gunnarsson.  On Modeling and Control of Network Queue Dynamics , 2003 .

[58]  G. Figalli,et al.  Sliding mode control of a direct drive robot , 1989, Conference Record of the IEEE Industry Applications Society Annual Meeting,.

[59]  Geir Hovland,et al.  Nonlinear identification of backlash in robot transmissions , 2002 .

[60]  I. Duff,et al.  Direct Methods for Sparse Matrices , 1987 .

[61]  Krister Edström,et al.  Simulation of Mode Switching Systems Using Switched Bond Graphs , 1996 .

[62]  Anders Skeppstedt.  Construction of composite models from large data-sets , 1989, Proceedings of the 28th IEEE Conference on Decision and Control,.

[63]  J. Plantin.  Algebraic Methods for Verification and Control of Discrete Event Dynamic Systems , 1995 .

[64]  Krzysztof Kozłowski,et al.  Modelling and Identification in Robotics , 1998 .

[65]  Alan S. Morris,et al.  Dynamic modelling, simulation and control of a manipulator with flexible links and joints , 2002, Robotics Auton. Syst..

[66]  Masayoshi Tomizuka,et al.  Feedforward Tracking Controller Design Based on the Identification of Low Frequency Dynamics , 1993 .

[67]  Mille Millnert,et al.  Vehicle size and orientation estimation using geometric fitting , 2001 .

[68]  W. Blajer,et al.  A Geometric Approach to Solving Problems of Control Constraints: Theory and a DAE Framework , 2004 .

[69]  Tore Hägglund,et al.  Advanced PID Control , 2005 .

[70]  T. Brogårdh,et al.  Robot Control Overview: An Industrial Perspective , 2009 .

[71]  L. Ljung,et al.  Identification of unstable systems using output error and Box-Jenkins model structures , 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

[72]  B. Bengtsson.  On some Control Problems for Queues , 1982 .

[73]  Bodo Heimann,et al.  Model-based Feedforward Control in Industrial Robotics , 2002, Int. J. Robotics Res..

[74]  Alessandro De Luca,et al.  Closed-form dynamic model of planar multilink lightweight robots , 1991, IEEE Trans. Syst. Man Cybern..

[75]  Urban Forssell.  Properties and Usage of Closed-loop Identification Methods , 1997 .

[76]  Stephen H. Crandall.  On using non-Gaussian distributions to perform statistical linearization , 2004 .

[77]  Anders Helmersson,et al.  Methods for robust gain scheduling , 1995 .

[78]  M. Rimer,et al.  Solutions of the Grumman F-14 benchmark control problem , 1987, IEEE Control Systems Magazine.

[79]  Stefan F. Graebe,et al.  Robust and adaptive control of an unknown plant: A benchmark of new format , 1993, Autom..

[80]  Hendrik Van Brussel,et al.  An approach to discrete inverse dynamics control of flexible-joint robots , 1992, IEEE Trans. Robotics Autom..

[81]  J. Schoukens,et al.  Identification of Linear Systems with Nonlinear Distortions , 2003 .

[82]  H. Hermes.  On Local and Global Controllability , 1974 .

[83]  I. Horowitz.  Survey of quantitative feedback theory (QFT) , 2001 .

[84]  Torgny Brogårdh,et al.  Present and future robot control development - An industrial perspective , 2007, Annu. Rev. Control..

[85]  M. Spong.  Modeling and Control of Elastic Joint Robots , 1987 .

[86]  Geir Hovland,et al.  Identification of Joint Elasticity of Industrial Robots , 1999, ISER.

[87]  M. Jirstrand.  Algebraic Methods for Modeling and Design in Control , 1996 .

[88]  E. Berglund,et al.  Automatic elasticity tuning of industrial robot manipulators , 2000, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187).

[89]  Ingela Lind.  Regressor Selection in System Identification using ANOVA , 2001 .

[90]  Y. Huang,et al.  Generalization of Newton-Euler Formulation of Dynamic Equations to Nonrigid Manipulators , 1987, 1987 American Control Conference.

[91]  Heinz Unbehauen,et al.  Multiobjective control of a four-link flexible manipulator: a robust H∞ approach , 2002, IEEE Trans. Control. Syst. Technol..

[92]  Fathi H. Ghorbel,et al.  A new dynamic model of hysteresis in harmonic drives , 2003, IEEE Trans. Ind. Electron..

[93]  Nahum Shimkin,et al.  Nonlinear Control Systems , 2008 .

[94]  Sten Bay Jørgensen,et al.  Parameter estimation in stochastic grey-box models , 2004, Autom..

[95]  Mouhacine Benosman,et al.  Control of flexible manipulators: A survey , 2004, Robotica.

[96]  Kai Zenger,et al.  Advanced solution for a benchmark robot control problem , 2005, 2005 International Symposium on Computational Intelligence in Robotics and Automation.

[97]  Paolo Rocco,et al.  LQG control of elastic servomechanisms based on motor position measurements , 1998, AMC'98 - Coimbra. 1998 5th International Workshop on Advanced Motion Control. Proceedings (Cat. No.98TH8354).

[98]  Mikael Norrlöf,et al.  A New Concept for Motion Control of Industrial Robots , 2008 .

[99]  M. Steinbuch,et al.  Trajectory planning and feedforward design for high performance motion systems , 2004, Proceedings of the 2004 American Control Conference.

[100]  Toon Hardeman,et al.  Modelling and identification of industrial robots including drive and joint flexibilities , 2008 .

[101]  Gert Malmberg.  A Study of Adaptive Control of Missiles , 1986 .

[102]  Svante Gunnarsson.  On the Mean Square Error of Transfer Function Estimates with Applications to Control , 1986 .

[103]  M. Enqvist.  Some Results on Linear Models of Nonlinear Systems , 2003 .

[104]  N. Nichols,et al.  Robust pole assignment in linear state feedback , 1985 .

[105]  J. Swevers,et al.  Quasi-perfect tracking control of non-minimal phase systems , 1991, [1991] Proceedings of the 30th IEEE Conference on Decision and Control.

[106]  A. Stenman.  Just-in-Time Models with Applications to Dynamical Systems , 1997 .

[107]  T. Johansen,et al.  Identification of non-linear system structure and parameters using regime decomposition , 1994, Autom..

[108]  T. Andersson.  Concepts and Algorithms for Non-Linear System Identifiability , 1994 .

[109]  David Törnqvist,et al.  Statistical Fault Detection with Applications to IMU Disturbances , 2006 .

[110]  Maxime Gautier,et al.  Identification of joint stiffness with bandpass filtering , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[111]  Petre Stoica,et al.  Decentralized Control , 2018, The Control Systems Handbook.

[112]  Predrag Pucar.  Modeling and Segmentation using Multiple Models , 1995 .

[113]  Weiping Li,et al.  Applied Nonlinear Control , 1991 .

[114]  Wayne J. Book,et al.  Practical models for practical flexible arms , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[115]  Alessandro De Luca,et al.  Regulation of flexible arms under gravity , 1993, IEEE Trans. Robotics Autom..

[116]  Maxime Gautier,et al.  Accelerometer based identification of mechanical systems , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[117]  Svante Gunnarsson,et al.  Nonlinear identification of a physically parameterized robot model , 2006 .

[118]  Erik Wernholt,et al.  Multivariable Frequency-Domain Identification of Industrial Robots , 2007 .

[119]  Martin Lesser.  The analysis of complex nonlinear mechanical systems : a computer algebra assisted approach , 1995 .

[120]  G. Hendeby,et al.  Fundamental Estimation and Detection Limits in Linear Non-Gaussian Systems , 2005 .

[121]  Svante Gunnarsson,et al.  Estimation of Nonlinear Effects in Frequency Domain Identification of Industrial Robots , 2008, IEEE Transactions on Instrumentation and Measurement.

[122]  Tsuneo Yoshikawa,et al.  State estimation and parameter identification of flexible manipulators based on visual sensor and virtual joint model , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[123]  Pasquale Chiacchio,et al.  Identification of dynamic parameters and feedforward control for a conventional industrial manipulator , 1994 .

[124]  M. F.,et al.  Bibliography , 1985, Experimental Gerontology.

[125]  Alessandro De Luca,et al.  On the Control of Robots with Visco-Elastic Joints , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[126]  Alessandro De Luca,et al.  An Acceleration-based State Observer for Robot Manipulators with Elastic Joints , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[127]  Rickard Karlsson,et al.  Simulation Based Methods for Target Tracking , 2002 .

[128]  Michael Ruderman,et al.  Modeling and Identification of Elastic Robot Joints With Hysteresis and Backlash , 2009, IEEE Transactions on Industrial Electronics.

[129]  I. Klein.  Planning for a Class of Sequential Control Problems , 1989 .

[130]  Lennart Ljung,et al.  System identification toolbox for use with MATLAB , 1988 .

[131]  Stig Moberg,et al.  Frequency-Domain Gray-Box Identification of Industrial Robots , 2008 .

[132]  Per Lötstedt,et al.  Numerical solution of nonlinear differential equations with algebraic contraints II: practical implications , 1986 .

[133]  Thomas B. Schön,et al.  On computational methods for nonlinear estimation , 2003 .

[134]  J. Löfberg.  Minimax approaches to robust model predictive control , 2003 .

[135]  Zvi Shiller,et al.  Time-energy optimal control of articulated systems with geometric path constraints , 1994, Proceedings of the 1994 IEEE International Conference on Robotics and Automation.

[136]  Ingela Lind,et al.  Regressor and Structure Selection Uses of ANOVA in System Identification , 2006 .

[137]  Mikael Norrlöf,et al.  On Analysis and Implementation of Iterative Learning Control , 1998 .

[138]  Michel Verhaegen,et al.  State-space system identification of robot manipulator dynamics , 1997 .

[139]  G. Oriolo,et al.  Robotics: Modelling, Planning and Control , 2008 .

[140]  Peter Peter.  MaMiS : A Programming Environment for Numerical/Symbolic Data Processing , 1988 .

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

[142]  Peter Avitabile.  Experimental modal analysis : A simple non-mathematical presentation , 2001 .

[143]  Jan Palmqvist.  On Integrity Monitoring of Integrated Navigation Systems , 1997 .

[144]  Patrizio Tomei,et al.  On the feedback linearization of robots with elastic joints , 1988, Proceedings of the 27th IEEE Conference on Decision and Control.

[145]  D. Lindgren.  Subspace Selection Techniques for Classification Problems , 2002 .

[146]  Stig Moberg,et al.  Robust Control Of A Flexible Manipulator Arm : A Benchmark Problem , 2005 .

[147]  Chien-Yu Ji,et al.  Joint control for flexible‐joint robot with input‐estimation approach and LQG method , 2008 .

[148]  Thomas B. Schön,et al.  Experimental comparison of observers for tool position estimation of industrial robots , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

[149]  Mattias Nordin,et al.  Digital QFT Design for the Benchmark Problem , 1995, Eur. J. Control.

[150]  Linda R. Petzold,et al.  Numerical solution of initial-value problems in differential-algebraic equations , 1996, Classics in applied mathematics.

[151]  H. Fortell.  Volterra and Algebraic Approaches to the Zero Dynamics , 1994 .

[152]  Dong-Soo Kwon,et al.  An Inverse Dynamic Method Yielding Flexible Manipulator State Trajectories , 1990, 1990 American Control Conference.

[153]  Wisama Khalil,et al.  Modeling of mechanical systems with lumped elasticity , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[154]  Magnus Andersson.  Experimental Design and Updating of Finite Element Models , 1997 .

[155]  Jonas Gillberg,et al.  Methods for Frequency Domain Estimation of Continuous-Time Models , 2004 .

[156]  Håkan Hjalmarsson.  On Estimation of Model Quality in System Identification , 1990 .

[157]  Nando de Freitas,et al.  Sequential Monte Carlo Methods in Practice , 2001, Statistics for Engineering and Information Science.

[158]  Weijie Li,et al.  ION , 2021, Proceedings of the 29th ACM International Conference on Multimedia.

[159]  A. Robertsson.  On Observer-Based Control of Nonlinear Systems , 1999 .

[160]  David Törnqvist,et al.  Estimation and Detection with Applications to Navigation , 2008 .

[161]  Mats Viberg.  On the Adaptive Array Problem , 1987 .

[162]  Josef Hölzl,et al.  Parameter identification for industrial robots , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

[163]  Ioan Doré Landau,et al.  A Flexible Transmission System as a Benchmark for Robust Digital Control , 1995, Eur. J. Control.

[164]  Jonas Jansson.  Tracking and decision making for automotive collision avoidance , 2002 .

[165]  Alin Albu-Schäffer,et al.  MIMO State Feedback Controller for a Flexible Joint Robot with Strong Joint Coupling , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[166]  Erik Geijer Lundin,et al.  Uplink Load in CDMA Cellular Systems , 2003 .

[167]  Lennart Ljung,et al.  System Identification: Theory for the User , 1987 .

[168]  M. Spong,et al.  Robot Modeling and Control , 2005 .

[169]  Wayne J. Book,et al.  A linear dynamic model for flexible robotic manipulators , 1987 .

[170]  Delbert Tesar,et al.  Parametric identification for industrial manipulators using experimental modal analysis , 1991, IEEE Trans. Robotics Autom..

[171]  F. Moon,et al.  Chaos in a Forced Dry-Friction Oscillator: Experiments and Numerical Modelling , 1994 .

[172]  S. Shankar Sastry,et al.  Adaptive Control of Mechanical Manipulators , 1987, Proceedings. 1986 IEEE International Conference on Robotics and Automation.

[173]  Oded Yaniv,et al.  QFD of A Multivariable Nonlinear Flexible Manipulator: Benchmark Problem , 2009 .

[174]  Alf Isaksson.  Identification of Time Varying Systems and Application of System Identification to Signal Processing , 1986 .

[175]  Wesley E. Snyder,et al.  Industrial Robots: Computer Interfacing and Control , 1985 .

[176]  L. Bascetta,et al.  Modelling Flexible Manipulators With Motors at the Joints , 2002 .

[177]  Stig Moberg,et al.  Inverse Dynamics of Flexible Manipulators , 2009 .

[178]  P. Daoutidis,et al.  Control of nonlinear differential algebraic equation systems , 1999 .

[179]  Ahmed A. Shabana,et al.  Dynamics of Multibody Systems , 2020 .

[180]  Yangsheng Xu,et al.  Modeling and control strategy of a 3-D flexible space robot , 1991, Proceedings IROS '91:IEEE/RSJ International Workshop on Intelligent Robots and Systems '91.

[181]  Thomas R. Kane,et al.  THEORY AND APPLICATIONS , 1984 .

[182]  K. Forsman.  Applications of Constructive Algebra to Control Problems , 1990 .

[183]  N. Bergman.  Bayesian Inference in Terrain Navigation , 1997 .

[184]  Fredrik Gustafsson,et al.  Power Control in Cellular Radio Systems : Analysis and Design , 1999 .

[185]  J. Betts,et al.  Path-constrained trajectory optimization using sparse sequential quadratic programming , 1991 .

[186]  Valur Einarsson.  Model Checking Methods for Mode Switching Systems , 2000 .

[187]  Lennart Ljung,et al.  Direct prediction-error identification of unstable nonlinear systems applied to flight test data , 2009 .

[188]  Frida Eng,et al.  Non-Uniform Sampling in Statistical Signal Processing , 2007 .

[189]  Svante Gunnarsson,et al.  A Benchmark Problem for Robust Feedback Control of a Flexible Manipulator , 2009, IEEE Transactions on Control Systems Technology.

[190]  Stig Moberg,et al.  Identification of Flexibility Parameters of 6-axis Industrial Manipulator Models , 2006 .

[191]  R. E. Kalman,et al.  Contributions to the Theory of Optimal Control , 1960 .

[192]  J. Löfberg,et al.  Linear Model Predictive Control Stability and Robustness , 2001 .

[193]  R. Jennrich.  Asymptotic Properties of Non-Linear Least Squares Estimators , 1969 .

[194]  Predrag Pucar.  Segmentation of Laser Range Radar Images using Hidden Markov Field Models , 1993 .

[195]  A. De Luca,et al.  Robots with elastic joints are linearizable via dynamic feedback , 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.

[196]  T. McKelvey.  On State-Space Models in System Identification , 1994 .

[197]  J. Sjöberg.  Some Results On Optimal Control for Nonlinear Descriptor Systems , 2006 .

[198]  P. Nordlund.  Sequential Monte Carlo Filters and Integrated Navigation , 2002 .

[199]  H.-J. Gutt,et al.  High precision servo drives with DSP-based torque ripple reduction , 1996, Proceedings of IEEE. AFRICON '96.

[200]  H. H. Rosenbrock,et al.  The future of control , 1975, Autom..

[201]  M. de Mathelin,et al.  Robust control of robot manipulators: A survey , 1999 .

[202]  F. Gustafsson.  Optimal Segmentation of Linear Regression Parameters , 1991 .

[203]  Tsuneo Yoshikawa,et al.  Modeling and Control of a Three Degree of Freedom Manipulator with Two Flexible Links , 1991 .

[204]  Peter J. Gawthrop,et al.  Data compression for estimation of the physical parameters of stable and unstable linear systems , 2005, Autom..

[205]  Murat Arcak,et al.  Constructive nonlinear control: a historical perspective , 2001, Autom..

[206]  Måns Östring,et al.  Identification, Diagnosis, and Control of a Flexible Robot Arm , 2002 .

[207]  F. Gustafsson.  Estimation of Discrete Parameters in Linear Systems , 1993 .

[208]  Anil V. Rao,et al.  Practical Methods for Optimal Control Using Nonlinear Programming , 1987 .

[209]  K. Ståhl.  On the Frequency Domain Analysis of Nonlinear Systems , 1988 .

[210]  Svante Gunnarsson,et al.  Analysis of methods for multivariable frequency response function estimation in closed loop , 2007, 2007 46th IEEE Conference on Decision and Control.

[211]  木山 健,et al.  16th IFAC World Congress , 2006 .

[212]  D. C. Hanselman,et al.  Resolver signal requirements for high accuracy resolver-to-digital conversion , 1989, 15th Annual Conference of IEEE Industrial Electronics Society.

[213]  Brian Armstrong-Hélouvry,et al.  Control of machines with friction , 1991, The Kluwer international series in engineering and computer science.

[214]  Johan Schoukens,et al.  Measuring a linear approximation to weakly nonlinear MIMO systems , 2007, Autom..

[215]  J. Gunnarsson.  On Modeling of Discrete Event Dynamic Systems : Using Symbolic Algebraic Methods , 1995 .

[216]  João Pedro Hespanha,et al.  Path-following for nonminimum phase systems removes performance limitations , 2005, IEEE Transactions on Automatic Control.

[217]  K. Edström.  Switched Bond Graphs : Simulation and Analysis , 1999 .

[218]  Niclas Persson,et al.  Event Based Sampling with Application to Spectral Estimation , 2002 .

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

[220]  H. Van Brussel,et al.  Comparison of control algorithms for flexible joint robots implemented on a KUKA IR 161/60 industrial robot , 1991, Fifth International Conference on Advanced Robotics 'Robots in Unstructured Environments.

[221]  Svante Gunnarsson,et al.  LQG Control of a Flexible Servo , 1999 .

[222]  Stig Moberg,et al.  Experimental Comparison of Methods for Multivariable Frequency Response Function Estimation , 2008 .

[223]  Alin Albu-Schäffer,et al.  State feedback controller for flexible joint robots: a globally stable approach implemented on DLR's light-weight robots , 2000, Proceedings. 2000 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2000) (Cat. No.00CH37113).

[224]  Volker Mehrmann,et al.  Regular solutions of nonlinear differential-algebraic equations and their numerical determination , 1998 .

[225]  Jakob Roll.  Robust Verification and Identification of Piecewise Affine Systems , 2001 .

[226]  Lennart Ljung.  Linear System Identification as Curve Fitting , 2003 .

[227]  J. Sjöberg.  Regularization Issues in Neural Network Models of Dynamical Systems , 1993 .

[228]  Andreas Eidehall,et al.  An Automotive Lane Guidance System , 2004 .

[229]  Johan Löfberg,et al.  Experiment design for identification of nonlinear gray-box models with application to industrial robots , 2007, 2007 46th IEEE Conference on Decision and Control.

[230]  Christina Grönwall.  Ground Object Recognition using Laser Radar Data : Geometric Fitting, Performance Analysis, and Applications , 2006 .

[231]  A. De Luca,et al.  Rest-to-rest motion of a two-link robot with a flexible forearm , 2001, AIM 2001.

[232]  Mikael Norrlöf,et al.  Iterative Learning Control : Analysis, Design, and Experiments , 2000 .

[233]  Mats Viberg,et al.  Subspace fitting concepts in sensor array processing , 1990 .

[234]  Giovanni Ulivi,et al.  Stable inversion control for flexible link manipulators , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[235]  K. Chen.  Observability and Invertability of Nonlinear Systems : A Differential Algebraic Approach , 1991 .

[236]  Stig Moberg,et al.  On Feedback Linearization for Robust Tracking Control of Flexible Joint Robots , 2008 .

[237]  Alessandro De Luca.  Dynamic control of robots with joint elasticity , 1988, ICRA.

[238]  C. Pantelides.  The consistent intialization of differential-algebraic systems , 1988 .

[239]  Wen-Hong Zhu.  Precision Control of Robots with Harmonic Drives , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[240]  Valur Einarsson.  On Verification of Switched Systems using Abstractions , 1998 .

[241]  B. Anderson,et al.  Optimal control: linear quadratic methods , 1990 .

[242]  Ake Madesater.  Faster and more accurate industrial robots , 1995 .

[243]  M. Boldin,et al.  Modeling and Control of Robotic Manipulators , 1992 .

[244]  Inger Klein,et al.  Automatic Synthesis of Sequential Control Schemes , 1993 .

[245]  D. B. Ridgely,et al.  Tailoring theory to practice in tactical missile control , 1999 .

[246]  Fredrik Gunnarsson,et al.  Uplink load in CDMA cellular radio systems , 2006, IEEE Transactions on Vehicular Technology.

[247]  Daniel Axehill,et al.  Applications of Integer Quadratic Programming in Control and Communication , 2005 .

[248]  Geir Hovland,et al.  Identification of Coupled Elastic Dynamics Using Inverse Eigenvalue Theory , 2001 .

[249]  Stig Moberg,et al.  A DAE approach to Feedforward Control of Flexible Manipulators , 2007, Proceedings 2007 IEEE International Conference on Robotics and Automation.

[250]  Johann Bals,et al.  Control of robots with elastic joints based on automatic generation of inverse dynamics models , 2001, Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems. Expanding the Societal Role of Robotics in the the Next Millennium (Cat. No.01CH37180).

[251]  Hoda A. ElMaraghy,et al.  Robust Linear Control of Flexible Joint Robot Systems , 2002, J. Intell. Robotic Syst..

[252]  M. Fliess,et al.  Flatness, motion planning and trailer systems , 1993, Proceedings of 32nd IEEE Conference on Decision and Control.

[253]  Mille Millnert,et al.  Fast Power Control to Counteract Rayleigh Fading in Cellular Radio Systems , 1995 .

[254]  Wayne J. Book,et al.  Controlled Motion in an Elastic World , 1993 .

[255]  Wen-Hong Zhu,et al.  A fast tool servo design for precision turning of shafts on conventional CNC lathes , 2001 .

[256]  Patrick Guillaume,et al.  Multivariable frequency-response curve fitting with application to modal parameter estimation , 2005, Autom..

[257]  Rolf Johansson,et al.  System modeling and identification , 1993 .

[258]  J. De Schutter,et al.  Dynamic Model Identification for Industrial Robots , 2007, IEEE Control Systems.

[259]  Klaus Schittkowski,et al.  Numerical Data Fitting in Dynamical Systems , 2002 .

[260]  Claes Olsson,et al.  Active Engine Vibration Isolation using Feedback Control , 2002 .