Journal Article

Modeling and Control of an Octopus Inspired Soft Arm under Prescribed Spatial Motion Constraints

Han, Zhiji, Liu, Zhijie, He, Wei, Li, Guotao, Ge, Shuzhi Sam, Ma, Jie

2023

Overview

Precise control of soft robots remains challenging due to their highly compliant nature. Existing kinematic models may not enable accurate control performance as they do not account for actuation forces and dynamics. This paper tackles the problem of precise motion control for a soft robotic arm with longitudinal muscle actuators. We develop an integrated modeling and control framework that incorporates dynamics and actuation forces for improved accuracy. A key contribution is deriving and implementing a mathematical model of the soft muscle actuators using minimum norm optimization. Among, actuator saturation is addressed through a tension limiting function. Based on the whole model, we develop a dynamic surface controller with performance constraint to precisely control the soft arm. This controller makes soft robot subsequent interactions more secure. To assess the approach, numerical simulations and physical experiments are designed to verify the feasibility and rationality.

• Publisher: Springer Netherlands,Springer Nature B.V
• Subject: Accuracy / Actuation / Actuators / Artificial Intelligence / Control / Control algorithms / Controllers / Deformation / Design / Electrical Engineering / Engineering / Kinematics / Mathematical models / Mechanical Engineering / Mechatronics / Motion control / Muscles / Regular Paper / Robot arms / Robot control / Robot dynamics / Robotics / Robots / Simulation / Soft robotics