Title :
On the dynamics of a quadruped robot model with impedance control: Self-stabilizing high speed trot-running and period-doubling bifurcations
Author :
Jongwoo Lee ; Dong Jin Hyun ; Jooeun Ahn ; Sangbae Kim ; Hogan, Neville
Author_Institution :
Dept. of Mech. Eng., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
The MIT Cheetah demonstrated a stable 6 m/s trot gait in the sagittal plane utilizing the self-stable characteristics of locomotion. This paper presents a numerical analysis of the behavior of a quadruped robot model with the proposed controller. We first demonstrate the existence of periodic trot gaits at various speeds and examine local orbital stability of each trajectory using Poincar`e map analysis. Beyond the local stability, we additionally demonstrate the stability of the model against large initial perturbations. Stability of trot gaits at a wide range of speed enables gradual acceleration demonstrated in this paper and a real machine. This simulation study also suggests the upper limit of the command speed that ensures stable steady-state running. As we increase the command speed, we observe series of period-doubling bifurcations, which suggests presence of chaotic dynamics beyond a certain level of command speed. Extension of this simulation analysis will provide useful guidelines for searching control parameters to further improve the system performance.
Keywords :
Poincare mapping; chaos; gait analysis; legged locomotion; robot dynamics; robot kinematics; stability; trajectory control; velocity control; Poincare map analysis; chaotic dynamics; command speed upper limit; gradual acceleration; impedance control; numerical analysis; period-doubling bifurcations; periodic trot gaits; quadruped robot model dynamics; self-stabilizing high speed trot-running; trajectory orbital stability; trot gait stability; Acceleration; Bifurcation; Convergence; Limit-cycles; Mathematical model; Robots; Stability analysis;
Conference_Titel :
Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
Conference_Location :
Chicago, IL
DOI :
10.1109/IROS.2014.6943260