Estimation of User-Applied Isometric Force/Torque Using Upper Extremity Force Myography

por Sakr, Maram, Jiang, Xianta, Menon, Carlo
Publicado 2019

A Machine Learning Processing Pipeline for Reliable Hand Gesture Classification of FMG Signals with Stochastic Variance

por Asfour, Mohammed, Menon, Carlo, Jiang, Xianta
Publicado 2021

Feature–Classifier Pairing Compatibility for sEMG Signals in Hand Gesture Recognition under Joint Effects of Processing Procedures

por Asfour, Mohammed, Menon, Carlo, Jiang, Xianta
Publicado 2022

A Neural Network Based Approach to Inverse Kinematics Problem for General Six-Axis Robots

por Lu, Jiaoyang, Zou, Ting, Jiang, Xianta
Publicado 2022

Wearable step counting using a force myography-based ankle strap

por Chu, Kelvin HT, Jiang, Xianta, Menon, Carlo
Publicado 2017

Phase-Based Grasp Classification for Prosthetic Hand Control Using sEMG

por Wang, Shuo, Zheng, Jingjing, Zheng, Bin, Jiang, Xianta
Publicado 2022

Building Effective Machine Learning Models for Ankle Joint Power Estimation During Walking Using FMG Sensors

por Heeb, Oliver, Barua, Arnab, Menon, Carlo, Jiang, Xianta
Publicado 2022

Exploring Orientation Invariant Heuristic Features with Variant Window Length of 1D-CNN-LSTM in Human Activity Recognition

por Barua, Arnab, Fuller, Daniel, Musa, Sumayyah, Jiang, Xianta
Publicado 2022

A Wearable Gait Phase Detection System Based on Force Myography Techniques

por Jiang, Xianta, Chu, Kelvin H.T., Khoshnam, Mahta, Menon, Carlo
Publicado 2018

Estimation of Ankle Joint Power during Walking Using Two Inertial Sensors

por Jiang, Xianta, Gholami, Mohsen, Khoshnam, Mahta, Eng, Janice J., Menon, Carlo
Publicado 2019

Estimating Vertical Ground Reaction Force during Walking Using a Single Inertial Sensor

por Jiang, Xianta, Napier, Christopher, Hannigan, Brett, Eng, Janice J., Menon, Carlo
Publicado 2020

Force Myography for Monitoring Grasping in Individuals with Stroke with Mild to Moderate Upper-Extremity Impairments: A Preliminary Investigation in a Controlled Environment

por Sadarangani, Gautam P., Jiang, Xianta, Simpson, Lisa A., Eng, Janice J., Menon, Carlo
Publicado 2017

Exploring Tactile Temporal Features for Object Pose Estimation during Robotic Manipulation

por Galaiya, Viral Rasik, Asfour, Mohammed, Alves de Oliveira, Thiago Eustaquio, Jiang , Xianta, Prado da Fonseca, Vinicius
Publicado 2023

Integrating computer vision to prosthetic hand control with sEMG: Preliminary results in grasp classification

por Wang, Shuo, Zheng, Jingjing, Huang, Ziwei, Zhang, Xiaoqin, Prado da Fonseca, Vinicius, Zheng, Bin, Jiang, Xianta
Publicado 2022

Machine learning classification of multiple sclerosis patients based on raw data from an instrumented walkway

por Hu, Wenting, Combden, Owen, Jiang, Xianta, Buragadda, Syamala, Newell, Caitlin J., Williams, Maria C., Critch, Amber L., Ploughman, Michelle
Publicado 2022

Machine learning corroborates subjective ratings of walking and balance difficulty in multiple sclerosis

por Hu, Wenting, Combden, Owen, Jiang, Xianta, Buragadda, Syamala, Newell, Caitlin J., Williams, Maria C., Critch, Amber L., Ploughman, Michelle
Publicado 2022