Controlling a CyberOctopus Soft Arm with Muscle-like Actuation
arXiv:2010.03368 · doi:10.1109/CDC45484.2021.9683318
Abstract
This paper presents an application of the energy shaping methodology to control a flexible, elastic Cosserat rod model of a single octopus arm. The novel contributions of this work are two-fold: (i) a control-oriented modeling of the anatomically realistic internal muscular architecture of an octopus arm; and (ii) the integration of these muscle models into the energy shaping control methodology. The control-oriented modeling takes inspiration in equal parts from theories of nonlinear elasticity and energy shaping control. By introducing a stored energy function for muscles, the difficulties associated with explicitly solving the matching conditions of the energy shaping methodology are avoided. The overall control design problem is posed as a bilevel optimization problem. Its solution is obtained through iterative algorithms. The methodology is numerically implemented and demonstrated in a full-scale dynamic simulation environment Elastica. Two bio-inspired numerical experiments involving the control of octopus arms are reported.
References in corpus (1)
Cited by in corpus (9)
- Model Based Control of Soft Robots: A Survey of the State of the Art and Open Challenges
- Bioinspired Soft Robotics: state of the art, challenges, and future directions
- Energy Shaping Control of a Muscular Octopus Arm Moving in Three Dimensions
- Control-oriented Modeling of Bend Propagation in an Octopus Arm
- A Sensory Feedback Control Law for Octopus Arm Movements
- A physics-informed, vision-based method to reconstruct all deformation modes in slender bodies
- Modeling the Neuromuscular Control System of an Octopus Arm
- Neural Models and Algorithms for Sensorimotor Control of an Octopus Arm
- Passive elasticity properties of arm