Virtual Entity-Based Rapid Prototype for Design and Simulation of Humanoid Robots

This paper proposes a framework for a virtual entity-based rapid prototype (VERP) to facilitate the design and simulation of humanoid robots. The VERP framework consists of three components: virtual entities, a high-fidelity simulation environment with physical and rendering engines, and an interface between the physical and simulation environments. To study the effectiveness of the proposed framework, we present a complete prototype for a humanoid robot using virtual entity modelling, control algorithm design and simulation. The humanoid robot is mathematically modelled with adjustable physical parameters which determine the kinematic and dynamic behaviour of the virtual entity in the simulation environment. With the simulated model, a control scheme for the virtual entity and the actual humanoid robot are designed and implemented through the interface. The empirical experiments and numerical analysis show the effectiveness and preciseness of the proposed VERP in terms of simulation fidelity, dynamic performance, and control interface.

[1]  Chris Leger,et al.  Darwin2k: An Evolutionary Approach to Automated Design for Robotics , 2000 .

[2]  Miomir Vukobratovic,et al.  Zero-Moment Point - Thirty Five Years of its Life , 2004, Int. J. Humanoid Robotics.

[3]  Katsu Yamane,et al.  Dynamics computation of structure-varying kinematic chains for motion synthesis of humanoid , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[4]  Jeffrey L. Krichmar,et al.  Evolutionary robotics: The biology, intelligence, and technology of self-organizing machines , 2001, Complex..

[5]  Fumio Hara,et al.  Morpho-functional Machines: The New Species , 2012, Springer Japan.

[6]  Javaid Iqbal,et al.  An approach to stable walking over uneven terrain using a reflex-based adaptive gait , 2011 .

[7]  Olivier Michel,et al.  Cyberbotics Ltd. Webots™: Professional Mobile Robot Simulation , 2004, ArXiv.

[8]  R. Pfeifer,et al.  Evolving Complete Agents using Artificial Ontogeny , 2003 .

[9]  Miao Liu,et al.  Virtual entity based rapid prototype developing framework (VE-RPDF) for intelligent robots , 2009, 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[10]  Nobuto Matsuhira,et al.  Virtual Robot Experimentation Platform V-REP: A Versatile 3D Robot Simulator , 2010, SIMPAR.

[11]  Tom Ziemke,et al.  On the Role of Robot Simulations in Embodied Cognitive Science , 2003 .

[12]  Rolf Pfeifer,et al.  Morpho-functional machines : the new species : designing embodied intelligence , 2003 .

[13]  Olivier Michel,et al.  Cyberbotics Ltd. Webots™: Professional Mobile Robot Simulation , 2004 .

[14]  Rodney A. Brooks,et al.  Humanoid robots , 2002, CACM.

[15]  Juliet Humanoid Robots , 2009 .