期刊文献+

Dynamic Coordination of Uncalibrated Hand/Eye Robotic System Based on Neural Network 被引量:1

Dynamic Coordination of Uncalibrated Hand/Eye Robotic System Based on Neural Network
下载PDF
导出
摘要 A nonlinear visual mapping model is presented to replace the image Jacobian relation for uncalibrated hand/eye coordination. A new visual tracking controller based on artificial neural network is designed. Simulation results show that this method can drive the static tracking error to zero quickly and keep good robustness and adaptability at the same time. In addition, the algorithm is very easy to be implemented with low computational complexity. A nonlinear visual mapping model is presented to replace the image Jacobian relation for uncalibrated hand/eye coordination. A new visual tracking controller based on artificial neural network is designed. Simulation results show that this method can drive the static tracking error to zero quickly and keep good robustness and adaptability at the same time. In addition, the algorithm is very easy to be implemented with low computational complexity.
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2001年第3期45-50,共6页 系统工程与电子技术(英文版)
基金 This project was supported by the National Natural Science Foundation (No. 69875010).
关键词 Adaptive algorithms Computational complexity Computer simulation Coordinate measuring machines Error detection Mathematical models Neural networks Robotic arms Robustness (control systems) Stereo vision Adaptive algorithms Computational complexity Computer simulation Coordinate measuring machines Error detection Mathematical models Neural networks Robotic arms Robustness (control systems) Stereo vision
  • 相关文献

参考文献10

  • 1Scheering C,Kersting B.Uncalibrsted Hand-Eye Coordination with a Redundant Camera System.Proc. 1998 IEEE Inter.Conf. on Robot. Automatica . 1998
  • 2Feddema J T,Mitchell O R.Vision-Guided Servoing with Feature-Based Tfrajectroy Generation. IEEE Transactions on Robotics and Automation . 1989
  • 3Feddema J T,Geogre Lee C S.Adaptive Image Feature Predctionand Control for Visual Tracking with a Hand-Eye CoordinatedCamera. IEEE Transactions on Systems Man and Cybernetics . 1990
  • 4Yoshimi B H,Allen P K.Alignment Using an Uncalibrated Camera System. IEEE Transactions on Robotics and Automation . 1995
  • 5Hutchinson S,Hager D,Corke P.A Tutorial on Visual Servo Control. IEEE Transactions on Robotics and Automation . 1996
  • 6Hashimoto H,Kubota T,Sato M et sl.Visual Control of Robotic Manipulator Based on Neural Networks. IEEE Trans. onIndustrial Electronics . 1992
  • 7Sutanto H,Sharma R,Varma V.Image Based Autodocking Without Calibration.Proc. 1997 IEEE Inter. Conf. on Robot. Automatica . 1997
  • 8Miller W T.Sensor Based Control of Robotic Manipulators Using a General Learning Algorithm. IEEE Transactions on Robotics and Automation . 1989
  • 9Hespanha J,Dodds Z,Hager G D et al.What Can be Done with an Uncalibrated Stereo Systems? Proc.1998 IEEE Inter.Conf. on Robot. Automatica . 1998
  • 10Sanderson A C,Weiss L E,Neuman C P.Dynamic Sensor-Based Control of Robots with Visual Feedback. IEEE Transactions on Robotics and Automation . 1987

引证文献1

二级引证文献3

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部