Visual-Guided Robotic Object Grasping Using Dual Neural Network Controllers

作者: Wubing Fang , Fei Chao , Chih-Min Lin , Dajun Zhou , Longzhi Yang

DOI: 10.1109/TII.2020.2995142

关键词: Artificial neural networkControl theoryControl systemSynchronizationControl theoryRobotic armLyapunov stabilityRobot kinematicsComputer science

摘要: … Two thresholds Dmax and Dmin are employed in this work to distinguish the application of the two controllers: if d>Dmax, the robotic arm is controlled by the rough reaching movement …

参考文章(26)
Bor-Sen Chen, Ching-Hsiang Lee, Yeong-Chan Chang, H/sup /spl infin// tracking design of uncertain nonlinear SISO systems: adaptive fuzzy approach IEEE Transactions on Fuzzy Systems. ,vol. 4, pp. 32- 43 ,(1996) , 10.1109/91.481843
Jiadi Qu, Fuhai Zhang, Yili Fu, Shuxiang Guo, None, Approach movement of redundant manipulator using stereo vision 2014 IEEE International Conference on Robotics and Biomimetics (ROBIO 2014). pp. 2489- 2494 ,(2014) , 10.1109/ROBIO.2014.7090714
Mien Van, Shuzhi Sam Ge, Hongliang Ren, Finite Time Fault Tolerant Control for Robot Manipulators Using Time Delay Estimation and Continuous Nonsingular Fast Terminal Sliding Mode Control IEEE Transactions on Systems, Man, and Cybernetics. ,vol. 47, pp. 1681- 1693 ,(2017) , 10.1109/TCYB.2016.2555307
Jaemin Baek, Maolin Jin, Soohee Han, None, A New Adaptive Sliding-Mode Control Scheme for Application to Robot Manipulators IEEE Transactions on Industrial Electronics. ,vol. 63, pp. 3628- 3637 ,(2016) , 10.1109/TIE.2016.2522386
Pedro Vicente, Lorenzo Jamone, Alexandre Bernardino, Robotic Hand Pose Estimation Based on Stereo Vision and GPU-enabled Internal Graphical Simulation Journal of Intelligent and Robotic Systems. ,vol. 83, pp. 339- 358 ,(2016) , 10.1007/S10846-016-0376-6
Angel P. del Pobil, Angel P. del Pobil, Eris Chinellato, Marco Antonelli, On-Line Learning of the Visuomotor Transformations on a Humanoid Robot. IAS (1). pp. 853- 861 ,(2012)
Felix Widmaier, Daniel Kappler, Stefan Schaal, Jeannette Bohg, Robot arm pose estimation by pixel-wise regression of joint angles international conference on robotics and automation. pp. 616- 623 ,(2016) , 10.1109/ICRA.2016.7487185
Fei Chao, Zuyuan Zhu, Chih-Min Lin, Huosheng Hu, Longzhi Yang, Changjing Shang, Changle Zhou, Enhanced Robotic Hand–Eye Coordination Inspired From Human-Like Behavioral Patterns IEEE Transactions on Cognitive and Developmental Systems. ,vol. 10, pp. 384- 396 ,(2018) , 10.1109/TCDS.2016.2620156
F. Morange-Majoux, E. Devouche, C. Lemoine-Lardennois, E. Orriols, Visual exploration of reaching space during left and right arm movements in 6-month-old infants Psychologie Francaise. ,vol. 64, pp. 55- 70 ,(2019) , 10.1016/J.PSFR.2017.06.003
Jiachen Yang, Yinghao Zhu, Bin Jiang, Lei Gao, Liping Xiao, Zhihui Zheng, Aircraft detection in remote sensing images based on a deep residual network and Super-Vector coding Remote Sensing Letters. ,vol. 9, pp. 228- 236 ,(2018) , 10.1080/2150704X.2017.1415474