Towards versatile legged robots through active

Robots with legs and arms have the potential to support human s in dangerous, dull or dirty tasks. A major motivation behind research on such robots is their potentialversatility. However, these robots come at a high price in mechanical and control complexity. Hence, until they can demonstrate a cle r advantage over their simpler counterparts, robots with arms and legs will not ful fill their true potential. In this paper, we discuss the opportunities for versatile ro bots that arise by actively controlling the mechanical impedance of joints and particu larly legs. In contrast to passive elements like springs, active impedance is achieve d by torque-controlled joints allowing real-time adjustment of stiffness and damp ing. Adjustable stiffness and damping in realtime is a fundamental building block towa rds versatility. Experiments with our 80 kg hydraulic quadruped robot HyQ demon strate that active impedance alone (i.e. no springs in the structure) can succe sfully emulate passively compliant elements during highly-dynamic locomotion task s (running, jumping and hopping); and, that no springs are needed to protect the actu ation system. Here we present results of a flying trot, also referred to as running t rot. To the authors’ best knowledge this is the first time a flying trot has been successf ully implemented on a robot without passive elements such as springs. A critical discussion on the pros and cons of active impedance concludes the paper. This artic le is an extension of our previous work (Semini et al. (2013)) presented at the Int rnational Symposium on Robotics Research (ISRR) 2013.

[1]  Martin Buehler,et al.  SCOUT: a simple quadruped that walks, climbs, and runs , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[2]  Auke Jan Ijspeert,et al.  Towards dynamic trot gait locomotion: Design, control, and experiments with Cheetah-cub, a compliant quadruped robot , 2013, Int. J. Robotics Res..

[3]  Stefan Schaal,et al.  Learning variable impedance control , 2011, Int. J. Robotics Res..

[4]  L. Selen,et al.  Impedance Control Reduces Instability That Arises from Motor Noise , 2009, The Journal of Neuroscience.

[5]  Nikolaos G. Tsagarakis,et al.  COMpliant huMANoid COMAN: Optimal joint stiffness tuning for modal frequency control , 2013, 2013 IEEE International Conference on Robotics and Automation.

[6]  Darwin G. Caldwell,et al.  Dynamic torque control of a hydraulic quadruped robot , 2012, 2012 IEEE International Conference on Robotics and Automation.

[7]  Jonathan W. Hurst,et al.  The role and implementation of compliance in legged locomotion , 2008 .

[8]  Albert Wang,et al.  Actuator design for high force proprioceptive control in fast legged locomotion , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[9]  Darwin G. Caldwell,et al.  LOCAL REFLEX GENERATION FOR OBSTACLE NEGOTIATION IN QUADRUPEDAL LOCOMOTION , 2013 .

[10]  Jun Morimoto,et al.  CB: A Humanoid Research Platform for Exploring NeuroScience , 2006, 2006 6th IEEE-RAS International Conference on Humanoid Robots.

[11]  Marc H. Raibert,et al.  Legged Robots That Balance , 1986, IEEE Expert.

[12]  Neville Hogan,et al.  Impedance Control: An Approach to Manipulation: Part II—Implementation , 1985 .

[13]  Jonas Buchli,et al.  Is Active Impedance the Key to a Breakthrough for Legged Robots? , 2013, ISRR.

[14]  Alin Albu-Schäffer,et al.  Safety Evaluation of Physical Human-Robot Interaction via Crash-Testing , 2007, Robotics: Science and Systems.

[15]  Neville Hogan,et al.  Impedance Control: An Approach to Manipulation: Part I—Theory , 1985 .

[16]  Sang-Ho Hyon,et al.  Lightweight hydraulic leg to explore agile legged locomotion , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[17]  Darwin G. Caldwell,et al.  On the role of load motion compensation in high-performance force control , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[18]  Michael A. Arbib,et al.  A mathematical analysis of the force-stiffness characteristics of muscles in control of a single joint system , 1992, Biological Cybernetics.

[19]  Roland Siegwart,et al.  Control of dynamic gaits for a quadrupedal robot , 2013, 2013 IEEE International Conference on Robotics and Automation.

[20]  Koushil Sreenath,et al.  Design and experimental implementation of a compliant hybrid zero dynamics controller with active force control for running on MABEL , 2012, 2012 IEEE International Conference on Robotics and Automation.

[21]  Stefan Schaal,et al.  Compliant quadruped locomotion over rough terrain , 2009, 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[22]  Sang-Ho Hyon Compliant Terrain Adaptation for Biped Humanoids Without Measuring Ground Surface and Contact Forces , 2009, IEEE Transactions on Robotics.

[23]  Kevin Blankespoor,et al.  BigDog, the Rough-Terrain Quadruped Robot , 2008 .

[24]  Twan Koolen,et al.  Capturability-based analysis and control of legged locomotion, Part 1: Theory and application to three simple gait models , 2011, Int. J. Robotics Res..

[25]  Darwin G. Caldwell,et al.  A reactive controller framework for quadrupedal locomotion on challenging terrain , 2013, 2013 IEEE International Conference on Robotics and Automation.

[26]  Fumiya Iida,et al.  Linear multi-modal actuation through discrete coupling , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[27]  Manuel G. Catalano,et al.  Variable impedance actuators: A review , 2013, Robotics Auton. Syst..

[28]  M. Kawato,et al.  Functional significance of stiffness in adaptation of multijoint arm movements to stable and unstable dynamics , 2003, Experimental Brain Research.

[29]  Albert Wang,et al.  Design principles for highly efficient quadrupeds and implementation on the MIT Cheetah robot , 2013, 2013 IEEE International Conference on Robotics and Automation.

[30]  Joohyung Kim,et al.  Development of the lower limbs for a humanoid robot , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[31]  Alin Albu-Schäffer,et al.  A Unified Passivity-based Control Framework for Position, Torque and Impedance Control of Flexible Joint Robots , 2007, Int. J. Robotics Res..

[32]  Matthew M. Williamson,et al.  Series elastic actuators , 1995, Proceedings 1995 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human Robot Interaction and Cooperative Robots.

[33]  Claudio Semini HyQ - Design and Development of a Hydraulically Actuated Quadruped Robot , 2010 .

[34]  Jean-Marie Tarascon,et al.  Li-O2 and Li-S batteries with high energy storage. , 2011, Nature materials.

[35]  Chee-Meng Chew,et al.  Virtual Model Control: An Intuitive Approach for Bipedal Locomotion , 2001, Int. J. Robotics Res..

[36]  Victor Juliano De Negri,et al.  WCPG: A Central Pattern Generator for Legged Robots Based on Workspace Intentions , 2011 .

[37]  Darwin G. Caldwell,et al.  Quadruped robot trotting over irregular terrain assisted by stereo-vision , 2014, Intell. Serv. Robotics.

[38]  Kenneth J. Waldron,et al.  Thrust Control, Stabilization and Energetics of a Quadruped Running Robot , 2008, Int. J. Robotics Res..

[39]  Alexander Herzog,et al.  Balancing experiments on a torque-controlled humanoid with hierarchical inverse dynamics , 2013, 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[40]  Alin Albu-Schäffer,et al.  Cartesian impedance control techniques for torque controlled light-weight robots , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[41]  Nikolaos G. Tsagarakis,et al.  A new variable stiffness actuator (CompAct-VSA): Design and modelling , 2011, 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[42]  Roland Siegwart,et al.  Starleth: A compliant quadrupedal robot for fast, efficient, and versatile locomotion , 2012 .

[43]  Christopher G. Atkeson,et al.  Modeling and control of periodic humanoid balance using the Linear Biped Model , 2009, 2009 9th IEEE-RAS International Conference on Humanoid Robots.

[44]  Alin Albu-Schäffer,et al.  On a new generation of torque controlled light-weight robots , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[45]  Auke Jan Ijspeert,et al.  Central pattern generators for locomotion control in animals and robots: A review , 2008, Neural Networks.

[46]  Hartmut Geyer,et al.  A Muscle-Reflex Model That Encodes Principles of Legged Mechanics Produces Human Walking Dynamics and Muscle Activities , 2010, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[47]  Christian Ott,et al.  Hardware and Control Concept for an Experimental Bipedal Robot with Joint Torque Sensors , 2012 .

[48]  Darwin G. Caldwell,et al.  Magnetorheologically Damped Compliant Foot for Legged Robotic Application , 2014 .

[49]  Ferdinando Cannella,et al.  Design of HyQ – a hydraulically and electrically actuated quadruped robot , 2011 .

[50]  R. Blickhan The spring-mass model for running and hopping. , 1989, Journal of biomechanics.

[51]  Darwin G. Caldwell,et al.  Path planning with force-based foothold adaptation and virtual model control for torque controlled quadruped robots , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).

[52]  Oussama Khatib,et al.  A unified approach for motion and force control of robot manipulators: The operational space formulation , 1987, IEEE J. Robotics Autom..

[53]  Andrew A Biewener,et al.  Scaling of the spring in the leg during bouncing gaits of mammals. , 2014, Integrative and comparative biology.

[54]  Rieko Osu,et al.  The central nervous system stabilizes unstable dynamics by learning optimal impedance , 2001, Nature.

[55]  Darwin G. Caldwell,et al.  DESIGN AND SCALING OF VERSATILE QUADRUPED ROBOTS , 2012 .

[56]  Alessandro De Luca,et al.  Collision Detection and Safe Reaction with the DLR-III Lightweight Manipulator Arm , 2006, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[57]  Keng Peng Tee,et al.  Concurrent adaptation of force and impedance in the redundant muscle system , 2010, Biological Cybernetics.

[58]  Alin Albu-Schäffer,et al.  A passivity based Cartesian impedance controller for flexible joint robots - part I: torque feedback and gravity compensation , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[59]  N. Hogan Adaptive control of mechanical impedance by coactivation of antagonist muscles , 1984 .

[60]  Darwin G. Caldwell,et al.  Stability and performance of the compliance controller of the quadruped robot HyQ , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[61]  Darwin G. Caldwell,et al.  Onboard perception-based trotting and crawling with the Hydraulic Quadruped Robot (HyQ) , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[62]  Darwin G. Caldwell,et al.  Torque-control based compliant actuation of a quadruped robot , 2012, 2012 12th IEEE International Workshop on Advanced Motion Control (AMC).

[63]  Nikolaos G. Tsagarakis,et al.  Development and control of a series elastic actuator equipped with a semi active friction damper for human friendly robots , 2014, Robotics Auton. Syst..