Modeling the Neuromuscular Control System of an Octopus Arm
Wang, Tixian, Halder, Udit, Gribkova, Ekaterina, Gazzola, Mattia, Mehta, Prashant G.
–arXiv.org Artificial Intelligence
The octopus arm is a neuromechanical system that involves a complex interplay between peripheral nervous system (PNS) and arm musculature. This makes the arm capable of carrying out rich maneuvers. In this paper, we build a model for the PNS and integrate it with a muscular soft octopus arm. The proposed neuromuscular architecture is used to qualitatively reproduce several biophysical observations in real octopuses, including curled rest shapes and target-directed arm reaching motions. Two control laws are proposed for target-oriented arm motions, and their performance is compared against a benchmark. Several analytical results, including rest-state characterization and stability properties of the proposed control laws, are provided.
arXiv.org Artificial Intelligence
Nov-12-2022
- Country:
- Europe > United Kingdom
- England
- Cambridgeshire > Cambridge (0.04)
- Oxfordshire > Oxford (0.04)
- England
- North America > United States
- Illinois > Champaign County
- Champaign (0.04)
- New York (0.04)
- Illinois > Champaign County
- Europe > United Kingdom
- Genre:
- Research Report (0.82)
- Industry:
- Health & Medicine > Therapeutic Area > Neurology (1.00)
- Technology:
- Information Technology > Artificial Intelligence
- Machine Learning (0.46)
- Robots (0.47)
- Information Technology > Artificial Intelligence