Walking Trajectory Planning on Stairs Using Virtual Slope for Biped Robots

In this paper, a “virtual slope method” for walking trajectory planning on stairs for biped robots is proposed. In conventional methods for walking on stairs, there are two problems about the zero-moment point (ZMP). One is a ZMP equation problem, and the other is a ZMP definition problem in a double-support phase. First, a ZMP equation on stairs is different from that on flat ground. Therefore, the same trajectory generation as flat ground cannot be implemented. This problem is defined as a “ZMP equation problem.” Second, the ZMP cannot be defined in the double-support phase on stairs because contact points of the feet do not constitute a plane. The ZMP can be defined only on the plane. This problem is defined as a “ZMP definition problem.” These two problems are solved concurrently by the virtual slope method. It is the method that regards the stairs as a virtual slope. In walking trajectory planning on a slope of the constant gradient, the two problems about the ZMP do not exist. Additionally, a trajectory planning procedure based on the virtual slope method is explained. The validity of the proposed method is confirmed by some simulations and experiments.

[1]  Hirokazu Seki,et al.  A Study of Energy-Saving Shoes for Robot Considering Lateral Plane Motion , 2008, IEEE Transactions on Industrial Electronics.

[2]  Shuuji Kajita,et al.  An Analytical Method for Real-Time Gait Planning for Humanoid Robots , 2006, Int. J. Humanoid Robotics.

[3]  Yuan F. Zheng,et al.  A motion control scheme for a biped robot to climb sloping surfaces , 1988, Proceedings. 1988 IEEE International Conference on Robotics and Automation.

[4]  Takeo Kanade,et al.  GPU-accelerated real-time 3D tracking for humanoid locomotion and stair climbing , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[5]  Takeo Kanade,et al.  Vision-guided humanoid footstep planning for dynamic environments , 2005, 5th IEEE-RAS International Conference on Humanoid Robots, 2005..

[6]  Ken Chen,et al.  Gait Synthesis and Sensory Control of Stair Climbing for a Humanoid Robot , 2008, IEEE Transactions on Industrial Electronics.

[7]  Kemalettin Erbatur,et al.  Natural ZMP Trajectories for Biped Robot Reference Generation , 2009, IEEE Transactions on Industrial Electronics.

[8]  Ambarish Goswami,et al.  Foot rotation indicator (FRI) point: a new gait planning tool to evaluate postural stability of biped robots , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[9]  K. Ohnishi,et al.  Real-time gait planning for pushing motion of humanoid robot , 2005, 31st Annual Conference of IEEE Industrial Electronics Society, 2005. IECON 2005..

[10]  Changjiu Zhou,et al.  Dynamically stable gait planning for a humanoid robot to climb sloping surface , 2004, IEEE Conference on Robotics, Automation and Mechatronics, 2004..

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

[12]  M. Vukobratovic,et al.  On the stability of anthropomorphic systems , 1972 .

[13]  J. Zhang,et al.  Hardware design and gait generation of humanoid soccer robot Stepper-3D , 2009, Robotics Auton. Syst..

[14]  Ohung Kwon,et al.  Optimal trajectory generation for a biped robot walking a staircase based on genetic algorithms , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[15]  Kouhei Ohnishi,et al.  A Bipedal Locomotion Planning Based on Virtual Linear Inverted Pendulum Mode , 2006 .

[16]  Kazuhisa Mitobe,et al.  Control of legged robots during the multi support phase based on the locally defined ZMP , 2004, 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (IEEE Cat. No.04CH37566).

[17]  Tsuneo Yoshikawa,et al.  FSW (feasible solution of wrench) for multi-legged robots , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[18]  Friedrich Pfeiffer,et al.  Sensors and control concept of a biped robot , 2004, IEEE Transactions on Industrial Electronics.

[19]  Changjiu Zhou,et al.  Estimating Biped Gait Using Spline-Based Probability Distribution Function With Q-Learning , 2008, IEEE Transactions on Industrial Electronics.

[20]  Shuuji Kajita,et al.  International Journal of Humanoid Robotics c ○ World Scientific Publishing Company An Analytical Method on Real-time Gait Planning for a Humanoid Robot , 2022 .

[21]  Ching-Long Shih,et al.  The motion control of a statically stable biped robot on an uneven floor , 1998, IEEE Trans. Syst. Man Cybern. Part B.

[22]  Hirochika Inoue,et al.  Real-time humanoid motion generation through ZMP manipulation based on inverted pendulum control , 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

[23]  Shuuji Kajita,et al.  A universal stability criterion of the foot contact of legged robots - adios ZMP , 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

[24]  Kazuhito Yokoi,et al.  Biped walking pattern generation by using preview control of zero-moment point , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[25]  Guanzheng Tan Study on mechanics laws for anthropomorphic biped robots to walk dynamically on sloping surface , 1996, Proceedings of IEEE International Conference on Robotics and Automation.

[26]  Jun-Ho Oh,et al.  Walking Control Algorithm of Biped Humanoid Robot on Uneven and Inclined Floor , 2007, J. Intell. Robotic Syst..

[27]  Yuan F. Zheng,et al.  Gait synthesis for the SD-2 biped robot to climb sloping surface , 1990, IEEE Trans. Robotics Autom..

[28]  Kouhei Ohnishi,et al.  Collision Avoidance Method of Humanoid Robot With Arm Force , 2004, IEEE Transactions on Industrial Electronics.

[29]  K. Ohnishi,et al.  Variable compliance control based on soft-landing trajectory for hopping robot , 2004, 30th Annual Conference of IEEE Industrial Electronics Society, 2004. IECON 2004.

[30]  Shuuji Kajita,et al.  ZMP analysis for arm/leg coordination , 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

[31]  Chi Zhu,et al.  Experimental approach for high speed walking of biped robot MARI-1 , 2004, The 8th IEEE International Workshop on Advanced Motion Control, 2004. AMC '04..

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

[33]  Kouhei Ohnishi,et al.  Stability index for biped robot moving on rough terrain , 2009 .

[34]  K. Ohnishi,et al.  Real-time walking trajectory generation method at constant body height in single support phase for three-dimensional biped robot , 2009, 2009 IEEE International Conference on Industrial Technology.

[35]  K P Granata,et al.  Virtual slope control of a forward dynamic bipedal walker. , 2005, Journal of biomechanical engineering.

[36]  K. Ohnishi,et al.  Trajectory Planning of Biped Robot Using Linear Pendulum Mode for Double Support Phase , 2006, IECON 2006 - 32nd Annual Conference on IEEE Industrial Electronics.

[37]  Shuuji Kajita,et al.  Pattern Generation of Biped Walking Constrained on Parametric Surface , 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

[38]  Kouhei Ohnishi,et al.  A control of biped robot which applies inverted pendulum mode with virtual supporting point , 2002, 7th International Workshop on Advanced Motion Control. Proceedings (Cat. No.02TH8623).

[39]  Kouhei Ohnishi,et al.  Motion control for advanced mechatronics , 1996 .

[40]  Kazuhito Yokoi,et al.  The 3D linear inverted pendulum mode: a simple modeling for a biped walking pattern generation , 2001, Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems. Expanding the Societal Role of Robotics in the the Next Millennium (Cat. No.01CH37180).

[41]  Toshiyuki Murakami,et al.  An approach to biped robot control according to surface condition of ground , 1998, AMC'98 - Coimbra. 1998 5th International Workshop on Advanced Motion Control. Proceedings (Cat. No.98TH8354).

[42]  Satoshi Kagami,et al.  GPU-accelerated Real-Time 3D Tracking for Humanoid Autonomy , 2008 .