Trajectory Tracking Control of A 2-DOF Robot Arm Using Neural Networks

ii ACKNOWLEDGEMENT iii TABLE OF CONTENTS iv LIST OF FIGURES vi LIST OF TABLES viii NOMENCLATURE ix ABBREVIATIONS xi CHAPTER

[1]  Tzu-Chun Kuo,et al.  Real-Time Learning Controller Design for a Two-Link Robotic Arm , 2007, 2007 International Conference on Machine Learning and Cybernetics.

[2]  Bruno,et al.  Springer Handbook of Robotics || Rehabilitation and Health Care Robotics , 2008 .

[3]  Jose P. Perez,et al.  Trajectory Tracking Error Using PID Control Law for Two-Link Robot Manipulator via Adaptive Neural Networks , 2012 .

[4]  Toshio Fukuda,et al.  Neural network controllers for robot manipulators application of damping neurons , 1997, Adv. Robotics.

[5]  A. TUSTIN,et al.  Automatic Control Systems , 1950, Nature.

[6]  尾形 克彦 MATLAB for control engineers , 2008 .

[7]  Anil K. Jain,et al.  Artificial Neural Networks: A Tutorial , 1996, Computer.

[8]  Seul Jung,et al.  Neural network reference compensation technique for position control of robot manipulators , 1996, Proceedings of International Conference on Neural Networks (ICNN'96).

[9]  Iyad M. Abuhadrous,et al.  Modeling and control of 5 DOF robot arm using supervisory control , 2010, 2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE).

[10]  A. Ravindran,et al.  Engineering Optimization: Methods and Applications , 2006 .

[11]  Martin T. Hagan,et al.  Neural network design , 1995 .

[12]  Kuldip S. Rattan,et al.  Adaptive neural network for identification and tracking control of a robotic manipulator , 1995, Proceedings of the IEEE 1995 National Aerospace and Electronics Conference. NAECON 1995.

[13]  Kamel Kara,et al.  Control of a robotic manipulator using neural network based predictive control , 2010, 2010 17th IEEE International Conference on Electronics, Circuits and Systems.

[14]  Wei Xu,et al.  A Neural Network Based Forecasting Method For the Unemployment Rate Prediction Using the Search Engine Query Data , 2011, 2011 IEEE 8th International Conference on e-Business Engineering.

[15]  Yoshiki Uchikawa,et al.  Trajectory control of robotic manipulators using neural networks , 1991 .

[16]  Zhao-Hui Jiang,et al.  A Neural Network Controller for Trajectory Control of Industrial Robot Manipulators , 2008, J. Comput..

[17]  Jafar Tavoosi,et al.  A New Method for Position Control of a 2-DOF Robot Arm Using Neuro- Fuzzy Controller , 2012 .

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

[19]  Naresh K. Sinha,et al.  Modern Control Systems , 1981, IEEE Transactions on Systems, Man, and Cybernetics.

[20]  Michael Tiller,et al.  Introduction to Physical Modeling with Modelica , 2001 .

[21]  R.P. Lippmann,et al.  Pattern classification using neural networks , 1989, IEEE Communications Magazine.

[22]  R. Lippmann Pattern classification using neural networks , 1989, IEEE Communications Magazine.

[23]  Reza Ghaderi,et al.  Adaptive Fractional PID Controller for Robot Manipulator , 2012, ArXiv.

[24]  Benjamin C. Kuo,et al.  AUTOMATIC CONTROL SYSTEMS , 1962, Universum:Technical sciences.

[25]  R. Sari Hartati,et al.  New approach for solving optimization problems in economic load dispatch using Hopfield neural networks , 2000, 2000 Canadian Conference on Electrical and Computer Engineering. Conference Proceedings. Navigating to a New Era (Cat. No.00TH8492).