Hybrid Force-Position Humanoid Hand Control in 3D Virtual Environment

This paper presents the workflow to create a robotic humanoid hand simulation environment using two top software packages and also the implementation of an intelligent hybrid force - position control method using neural networks for force closing operation of a humanoid robotic hand modeled in the 3D virtual environment. The benefits that the 3D modeling provides are described and then the results of the proposed method are presented. This approach allows studying the motion of the robotic system under different circumstances without any greater costs.

[1]  Luige Vladareanu Open architecture systems for the position-force real time robots control with compliance function , 2006 .

[2]  Philippe Lutz,et al.  Active force control for robotic micro-assembly: Application to guiding tasks , 2010, 2010 IEEE International Conference on Robotics and Automation.

[3]  Koushil Sreenath,et al.  Embedding active force control within the compliant hybrid zero dynamics to achieve stable, fast running on MABEL , 2013, Int. J. Robotics Res..

[4]  D. Subbaram Naidu,et al.  Hybrid control strategies for a five-finger robotic hand , 2013, Biomed. Signal Process. Control..

[5]  Musa Mailah,et al.  Active force control of 3-RRR planar parallel manipulator , 2010, 2010 International Conference on Mechanical and Electrical Technology.

[6]  Luige Vladareanu,et al.  The Hybrid Position and Force Control of Robots with Compliance Function by Open Architecture Systems , 2009, IKE.

[7]  Daniel Leidner,et al.  Power grasp planning for anthropomorphic robot hands , 2012, 2012 IEEE International Conference on Robotics and Automation.

[8]  Adel M. Alimi,et al.  Dynamic Modeling and Control of a Multi-Fingered Robot Hand for Grasping Task , 2012 .

[9]  Alexandre Bernardino,et al.  On the representation of anthropomorphic robot hands: Shape versus function , 2012, 2012 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012).

[10]  Vikash Kumar,et al.  A low-cost and modular, 20-DOF anthropomorphic robotic hand: design, actuation and modeling , 2013, 2013 13th IEEE-RAS International Conference on Humanoid Robots (Humanoids).

[11]  Luige Vladareanu,et al.  The navigation of mobile robots in non-stationary and non-structured environments , 2013 .

[12]  Harvey Lipkin,et al.  Design and Analysis of Remote Center of Compliance Structures , 2003, J. Field Robotics.

[13]  V. Vlădăreanu,et al.  Robots extension control using fuzzy smoothing , 2013, Proceedings of the 2013 International Conference on Advanced Mechatronic Systems.