Redundant muscle coordination of a multi-DOF robot joint by online optimization

Abstract

The Strand-Muscle Actuator (StMA) proposed by the authors has nonlinear elastic properties, and easily realizes joint angle/stiffness control, even for multi-DOF joints, by antagonistic actuator installation on the joint. The actuator is suitable for complex motions in spite of their simple mechanism, and extendable joint mechanism will be possible with them. To verify the effectiveness they have already been applied to some mechanisms such as legged robots, multi-finger hands, and 3-DOF joints. The authors have manufactured a StMA-based Robot Arm (StMARArm), a human-arm-like robot manipulator using StMAs. It is composed of the StMA-based Robotic Shoulder (StMA-RS), an elbow, a wrist, and a 4- fingered hand. The StMA-RS realizes 3-DOF motions with joint stiffness control, and having redundant muscles it is failure tolerant. For smooth and dexterous motions real-time cooperative muscle tension control is necessary. In this article the mechanism and cooperative control scheme of the StMA-RArm are presented. The Vibrant Particle Swarm Optimization is introduced to solve time-variant optimization problems. And it is then successfully applied to the online coordination of redundant muscles.