Bipedal locomotion control with rhythmic neural oscillators

A biologically inspired locomotion control design approach is presented which is based on a mutually inhibited neural oscillator model. The entrainment between the dynamics of neural oscillators and the natural dynamics of the plant is very important for neural oscillator driven rhythmic control. A systematic design approach for rhythmic control is studied in the paper. First, the global system dynamics is divided into two separate parts, namely, the dynamics of neural oscillators and the natural dynamics of the controlled plant. Second, a compensator block is proposed to shape the natural dynamics of the plant so that the global dynamic entrainment and the desired plant motion can be achieved more easily. Furthermore, a design guideline for global dynamic entrainment is given. Finally, the design approach is applied to bipedal locomotion control of a simulated walking robot. The simulation results are also presented in the paper.

[1]  I. Shimoyama,et al.  Dynamic Walk of a Biped , 1984 .

[2]  DeLiang Wang,et al.  Emergent synchrony in locally coupled neural oscillators , 1995, IEEE Trans. Neural Networks.

[3]  Jerry E. Pratt,et al.  Adaptive dynamic control of a bipedal walking robot with radial basis function neural networks , 1998, Proceedings. 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, Practice and Applications (Cat. No.98CH36190).

[4]  Jerry E. Pratt,et al.  Virtual model control of a bipedal walking robot , 1997, Proceedings of International Conference on Robotics and Automation.

[5]  M. Mori,et al.  Control method of biped locomotion giving asymptotic stability of trajectory , 1984, at - Automatisierungstechnik.

[6]  Matthew M. Williamson Designing rhythmic motions using neural oscillators , 1999, Proceedings 1999 IEEE/RSJ International Conference on Intelligent Robots and Systems. Human and Environment Friendly Robots with High Intelligence and Emotional Quotients (Cat. No.99CH36289).

[7]  T. Takenaka,et al.  The development of Honda humanoid robot , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[8]  Matthew M. Williamson,et al.  Neural control of rhythmic arm movements , 1998, Neural Networks.

[9]  H. Hemami,et al.  Modeling of a Neural Pattern Generator with Coupled nonlinear Oscillators , 1987, IEEE Transactions on Biomedical Engineering.

[10]  Weiping Li,et al.  Applied Nonlinear Control , 1991 .

[11]  Shinzo Kitamura,et al.  Theoretical studies on neuro oscillator for application of biped locomotion , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.

[12]  Yasuo Kuniyoshi,et al.  Three dimensional bipedal stepping motion using neural oscillators-towards humanoid motion in the real world , 1998, Proceedings. 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, Practice and Applications (Cat. No.98CH36190).

[13]  Shuuji Kajita,et al.  Experimental study of biped dynamic walking in the linear inverted pendulum mode , 1995, Proceedings of 1995 IEEE International Conference on Robotics and Automation.