Haptic Perception via the Dynamics of Flexible Body Inspired by an Ostrich's Neck
By: Kazashi Nakano , Katsuma Inoue , Yasuo Kuniyoshi and more
Potential Business Impact:
Robot neck learns to feel and remember objects.
In biological systems, both skin sensitivity and body flexibility play crucial roles in haptic perception. Fully soft robots often suffer from structural fragility and delayed sensory processing, limiting their practical functionality. The musculoskeletal system combines the adaptability of soft materials with the durability of rigid-body robots. It also leverages morphological computation, where the morphological structures contribute to information processing, for dynamic and adaptive behaviors. This study focuses on the pecking behaviors of birds, which enables precise haptic perception through the musculoskeletal system of their flexible neck. Physical reservoir computing is applied to flexible structures inspired by an ostrich neck to analyze the relationship between haptic perception and physical characteristics. Experiments with both a physical robot and simulations reveal that, with appropriate viscoelasticity, the flexible structure can discriminate object softness and retain that information through behavior. Drawing on these findings and anatomical insights from the ostrich neck, a haptic perception system is proposed that exhibits both separability and behavioral memory in flexible structures, enabling rapid learning and real-time inference. The results demonstrate that through the dynamics of flexible structures, diverse functions can emerge beyond their original design as manipulators.
Similar Papers
Embodied Tactile Perception of Soft Objects Properties
Robotics
Robots learn to feel and understand objects better.
Whole-Body Proprioceptive Morphing: A Modular Soft Gripper for Robust Cross-Scale Grasping
Robotics
Robot hand changes shape to grab anything.
Human sensory-musculoskeletal modeling and control of whole-body movements
Neurons and Cognition
Makes robots move like humans.