Cargando…

Machine Learning for Touch Localization on an Ultrasonic Lamb Wave Touchscreen

Classification and regression employing a simple Deep Neural Network (DNN) are investigated to perform touch localization on a tactile surface using ultrasonic guided waves. A robotic finger first simulates the touch action and captures the data to train a model. The model is then validated with dat...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bahrami, Sahar, Moriot, Jérémy, Masson, Patrice, Grondin, François
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9103615/ https://www.ncbi.nlm.nih.gov/pubmed/35590873 http://dx.doi.org/10.3390/s22093183

Ejemplares similares

Adaptability of Ultrasonic Lamb Wave Touchscreen to the Variations in Touch Force and Touch Area
por: Yang, Zengchong, et al.
Publicado: (2021)

Ultrasonic Touch Sensing System Based on Lamb Waves and Convolutional Neural Network
por: Chang, Cheng-Shen, et al.
Publicado: (2020)

Touching beliefs: Using touchscreen technology to elicit subjective expectations in survey research
por: Maffioli, Elisa M., et al.
Publicado: (2018)

Impact of Wedge Parameters on Ultrasonic Lamb Wave Liquid-Level Sensor
por: Xue, Weizhao, et al.
Publicado: (2022)

Apex and ApeTouch: Development of a Portable Touchscreen System and Software for Primates at Zoos
por: Martin, Christopher Flynn, et al.
Publicado: (2022)

Machine Learning-Enriched Lamb Wave Approaches for Automated Damage Detection
por: Zhang, Zi, et al.
Publicado: (2020)

Development of a Carbon Nanotube-Based Touchscreen Capable of Multi-Touch and Multi-Force Sensing
por: Kim, Wonhyo, et al.
Publicado: (2015)

The power of a touch: Regular touchscreen training but not its termination affects hormones and behavior in mice
por: Quante, Sophia Marie, et al.
Publicado: (2023)

Review of Capacitive Touchscreen Technologies: Overview, Research Trends, and Machine Learning Approaches
por: Nam, Hyoungsik, et al.
Publicado: (2021)

Can Touchscreen Devices be Used to Facilitate Young Children's Learning? A Meta-Analysis of Touchscreen Learning Effect
por: Xie, Heping, et al.
Publicado: (2018)

Human Touch via Touchscreen: Rural Nurses' Experiential Perspectives on Telehealth Use in Pediatric Hospice Care
por: Weaver, Meaghann S., et al.
Publicado: (2020)

Application of Air-Coupled Ultrasonic Arrays for Excitation of a Slow Antisymmetric Lamb Wave
por: Kazys, Rymantas J., et al.
Publicado: (2018)

Expansion of Smartwatch Touch Interface from Touchscreen to Around Device Interface Using Infrared Line Image Sensors
por: Lim, Soo-Chul, et al.
Publicado: (2015)

A Review of Laser Ultrasonic Lamb Wave Damage Detection Methods for Thin-Walled Structures
por: Zheng, Shanpu, et al.
Publicado: (2023)

A New Omni-Directional EMAT for Ultrasonic Lamb Wave Tomography Imaging of Metallic Plate Defects
por: Huang, Songling, et al.
Publicado: (2014)

Multi-Mode Electromagnetic Ultrasonic Lamb Wave Tomography Imaging for Variable-Depth Defects in Metal Plates
por: Huang, Songling, et al.
Publicado: (2016)

Effect of Age on the Touchscreen Manipulation Ability of Community-Dwelling Adults
por: Elboim-Gabyzon, Michal, et al.
Publicado: (2021)

A Non-Touchscreen Tactile Wearable Interface as an Alternative to Touchscreen-Based Wearable Devices
por: Yoon, Hyoseok, et al.
Publicado: (2020)

Towards Interpretable Machine Learning for Automated Damage Detection Based on Ultrasonic Guided Waves
por: Schnur, Christopher, et al.
Publicado: (2022)

Evaluation of Heat-Induced Damage in Concrete Using Machine Learning of Ultrasonic Pulse Waves
por: Candelaria, Ma. Doreen Esplana, et al.
Publicado: (2022)

Bent Stumpe with touchscreen prototype
por: Bennett, Sophia Elizabeth
Publicado: (2016)

Damage Localization of Composites Based on Difference Signal and Lamb Wave Tomography
por: Su, Chenhui, et al.
Publicado: (2020)

Cloaking, trapping and superlensing of lamb waves with negative refraction
por: Legrand, François, et al.
Publicado: (2021)

Valence-space associations in touchscreen interactions: Valence match between emotional pictures and their vertical touch location leads to pictures' positive evaluation
por: Cervera-Torres, Sergio, et al.
Publicado: (2018)

CNN-LSTM Hybrid Model to Promote Signal Processing of Ultrasonic Guided Lamb Waves for Damage Detection in Metallic Pipelines
por: Shang, Li, et al.
Publicado: (2023)

Strains and Stressors: An Analysis of Touchscreen Learning in Genetically Diverse Mouse Strains
por: Graybeal, Carolyn, et al.
Publicado: (2014)

Using Touchscreen Tablets to Help Young Children Learn to Tell Time
por: Wang, Fuxing, et al.
Publicado: (2016)

All Tapped Out: Touchscreen Interactivity and Young Children’s Word Learning
por: Russo-Johnson, Colleen, et al.
Publicado: (2017)

TouchScreen-based phenotyping: altered stimulus/reward association and lower perseveration to gain a reward in mu opioid receptor knockout mice
por: Boulos, Laura-Joy, et al.
Publicado: (2019)

Broadband Lamb Wave Trapping in Cellular Metamaterial Plates with Multiple Local Resonances
por: Zhao, De-Gang, et al.
Publicado: (2015)

Keystroke dynamics in the pre-touchscreen era
por: Ahmad, Nasir, et al.
Publicado: (2013)

Flexible Visuomotor Associations in Touchscreen Control
por: Fabbri, Sara, et al.
Publicado: (2017)

The Visual Acuity of Rats in Touchscreen Setups
por: Crijns, Els, et al.
Publicado: (2019)

A Lorentz Force EMAT Design with Racetrack Coil and Periodic Permanent Magnets for Selective Enhancement of Ultrasonic Lamb Wave Generation
por: Guo, Xinfeng, et al.
Publicado: (2022)

Bidirectional, Bimodal Ultrasonic Lamb Wave Sensing in a Composite Plate Using a Polarization-Maintaining Fiber Bragg Grating
por: Rao, Chunfang, et al.
Publicado: (2019)

Stimulant drug effects on touchscreen automated paired-associates learning (PAL) in rats
por: Roschlau, Corinna, et al.
Publicado: (2016)

A Touchscreen Device for Behavioral Testing in Pigs
por: Ao, Will, et al.
Publicado: (2022)

Designing Gestural Interfaces: Touchscreens and Interactive Devices
por: Saffer, Dan
Publicado: (2008)

Swipe this!: the guide to great touchscreen game design
por: Rogers, Scott
Publicado: (2012)

Thumb performance of elderly users on smartphone touchscreen
por: Xiong, Jinghong, et al.
Publicado: (2016)

Cannot write session to /tmp/vufind_sessions/sess_0lc3q9pkg6mcdq0u9ce3m9bsjd