학술논문

Kinesthetic Sensing exploiting flexibility of the Ostrich’s Neck inspired Manipulator / ダチョウ首規範柔軟マニピュレータによる環境との相互作用を活用した運動感覚センシング
Document Type
Journal Article
Source
The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec). 2023, :1-I23
Subject
ソフトロボット
物理リザバー計算
触覚
Language
Japanese
ISSN
2424-3124
Abstract
Animals achieve diverse touch sensing by combining kinesthetic sensing with touch sensing on the skin’s surface. Birds’ flexible necks contain numerous receptors, making them sophisticated sensors for detecting self-posture. Therefore, the flexible neck may have a contribution to touch sensing that involves interaction with the environment. We focuses on the pecking behavior of birds and investigates the contribution of neck flexibility to touch sensing, using physical reservoir computing. This study demonstrates that the dynamics of flexible structures driven by tendons can be used for object classification. Specifically, using time series data of joint angles for learning, we achieved three-class object classification with up to 75 % accuracy. These findings highlight the possibility that flexible structures can be used for sensing as well as manipulation.

Online Access