paper-with-me

Papers

Optical skin: Sensor-integration-free multimodal flexible sensing

2022-02-03 · Sho Shimadera, Kei Kitagawa, Koyo Sagehashi, Tomoaki Niiyama, Satoshi Sunada

The biological skin enables animals to sense various stimuli. Extensive efforts have been made recently to develop smart skin-like sensors to extend the capabilities of biological skins; however, simultaneous sensing of several types of stimuli in a large area remains challenging because this requires large-scale sensor integration with numerous wire connections. We propose a simple, highly sensitive, and multimodal sensing approach, which does not require integrating multiple sensors. The proposed approach is based on an optical interference technique, which can encode the information of various stimuli as a spatial pattern. In contrast to the existing approach, the proposed approach, combined with a deep neural network, enables us to freely select the sensing mode according to our purpose. As a key example, we demonstrate simultaneous sensing mode of three different physical quantities, contact force, contact location, and temperature, using a single soft material without requiring complex integration. Another unique property of the proposed approach is spatially continuous sensing with ultrahigh resolution of few tens of micrometers, which enables identifying the shape of the object in contact. Furthermore, we present a haptic soft device for a human-machine interface. The proposed approach encourages the development of high-performance optical skins.

📄 PDF Abstract BibTeX arXiv:2202.03189

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

External Photoreflective Tactile Sensing Based on Surface Deformation Measurement

2025-11-09 · Seiichi Yamamoto, Hiroki Ishizuka, Takumi Kawasetsu, Koh Hosoda 외 arxiv

We present a tactile sensing method enabled by the mechanical compliance of soft robots; an externally attachable photoreflective module reads surface deformation of silicone skin to estimate contact force without embedd…

AnySkin: Plug-and-play Skin Sensing for Robotic Touch

2024-09-12 · Raunaq Bhirangi, Venkatesh Pattabiraman, Enes Erciyes, Yifeng Cao 외

While tactile sensing is widely accepted as an important and useful sensing modality, its use pales in comparison to other sensory modalities like vision and proprioception. AnySkin addresses the critical challenges that…

Zero-shot Generalization

Learning Precise, Contact-Rich Manipulation through Uncalibrated Tactile Skins

2024-10-22 · Venkatesh Pattabiraman, Yifeng Cao, Siddhant Haldar, Lerrel Pinto 외

While visuomotor policy learning has advanced robotic manipulation, precisely executing contact-rich tasks remains challenging due to the limitations of vision in reasoning about physical interactions. To address this, r…

Contact-rich ManipulationDimensionality Reduction

Cross-Modal Masking for Robust Silent Speech Synthesis Using sEMG and Lipreading

2026-06-08 · Eder del Blanco, David Gimeno-Gómez, Eva Navas, Carlos-D. Martínez-Hinarejos 외 arxiv

Speech restoration through silent speech interfaces (SSIs) has emerged as a promising assistive technology for individuals with impaired or absent laryngeal voice production. Among non-invasive SSI modalities, surface el…

Speech Synthesis

Automatic breach detection during spine pedicle drilling based on vibroacoustic sensing

2023-03-27 · Aidana Massalimova, Maikel Timmermans, Nicola Cavalcanti, Daniel Suter 외

Pedicle drilling is a complex and critical spinal surgery task. Detecting breach or penetration of the surgical tool to the cortical wall during pilot-hole drilling is essential to avoid damage to vital anatomical struct…

Sensor Fusion