Motion Control Strategies based on PD Control for a Four Degree-of-Freedom Serial Robotic Manipulator to Mimic Human Index Finger Articulations
10.5120/19252-0949 |
Abhijit Mahapatra, Kaustav Biswas, Amit Kumar and Avik Chatterjee. Article: Motion Control Strategies based on PD Control for a Four Degree-of-Freedom Serial Robotic Manipulator to Mimic Human Index Finger Articulations. International Journal of Computer Applications 109(13):35-42, January 2015. Full text available. BibTeX
@article{key:article, author = {Abhijit Mahapatra and Kaustav Biswas and Amit Kumar and Avik Chatterjee}, title = {Article: Motion Control Strategies based on PD Control for a Four Degree-of-Freedom Serial Robotic Manipulator to Mimic Human Index Finger Articulations}, journal = {International Journal of Computer Applications}, year = {2015}, volume = {109}, number = {13}, pages = {35-42}, month = {January}, note = {Full text available} }
Abstract
The present study is based on motion control of an articulated model of a human index finger that has been modeled as a four-degree-of-freedom serial robotic manipulator. Preliminary studies on position and tracking control have been carried out by testing various control strategies based on proportional-derivative (PD) control in a simulation environment wherein the manipulator has been modeled and simulated with a certain input signal and responses to various controllers have been shown. Model free and model based controllers have been designed simulated using MATLAB®/ Simulink®. Strategies like model free PD control have been improved upon by introducing auto-tuning and learning capabilities. A virtual plant modeled using Simmechanics® toolbox has been set up and used for simulation purposes.
References
- Mittal, R. K. , Nagrath, I. J. , 2003, Robotics and Control, Tata Mc-Graw Hill Publishing Company Limited.
- Lewis, F. L. , Dawson, D. M. , Abdullah, C. T. , 1993, Robot Manipulator Control: Theory and Practice, Macmillan Pub. Co.
- Craig, J. J. , 1988, Adaptive Control of Mechanical Manipulators, Addison-Wesley.
- Ouyang, P. R. and Zhang, W. J. , 2004, "Comparison of PD-based Controllers for robotic Manipulators", Proceedings of the ASME Design Engineering Technical Conference.
- Ouyang, P. R, Zhang, W. J and M. M. Gupta, 2004, "Adaptive nonlinear PD Learning Control of Robotic Manipulators", Proceedings of the ASME Design Engineering Technical Conference.
- Paden, B. and Panja R. , 1988, "Globally asymptotically stable PD+ Controller for robot manipulators", International Journal of Control, Vol. 47, No. 6, pg. 1697-1712.
- An, C. H. , Atkeson, C. G. , Griffiths, J. D. , Hollerbach, J. M. , 1989, "Experimental Evaluation of feedforward and computed torque control", IEEE Transactions on Robotics and Automation, Vol. 5, Issue 3.
- Khosla P. K. and Kanade, T. , 1988, "Experimental Evaluation of Nonlinear Feedback and Feedforward Control Schemes for Manipulators", The International Journal of Robotics Research, Vol. 7, No. 1, pg. 18-28.
- Santibanez, V. and Kelly, R. , 2001, "PD control with feedforward compensation for robot manipulators: analysis and experimentation", Robotica, Cambridge University Press, Vol. 19, Issue 1, pg. 11-19.
- Dung, L. T. , Kang, H. and Ro, Y. , 2010, "Robot Manipulator Modelling in Matlab-Simmechanics with PD control and online Gravity Compensation", IFOST 2010 Proceedings.
- De Luca, A. , Siciliano, B. and Zollo, L. , 2005, "PD control with on-line gravity compensation for robots with elastic joints: Theory and Experiments", Automatica 41, Elsevier, pg. 1809-1819.
- Middleton, R. H. and Goodwin, G. C. , 1988, "Adaptive computed torque control for rigid link manipulators", Systems and control Letters, Elsevier, Vol. 10, Issue 1, pg. 9-16.
- MATLAB Simmechanics Documentation and User Guide. (http://www. mathworks. in/help/physmod/sm/).