As a definition, Human–Machine Interface (HMI) enables a person to interact with a device. Starting from elementary equipment, the recent development of novel techniques and …
T Bao, SQ Xie, P Yang, P Zhou… - IEEE journal of …, 2022 - ieeexplore.ieee.org
To develop multi-functionalhuman-machine interfaces that can help disabled people reconstruct lost functions of upper-limbs, machine learning (ML) and deep learning (DL) …
Advanced myoelectric prosthetic hands are currently limited due to the lack of sufficient signal sources on amputation residual muscles and inadequate real-time control …
H Zhou, G Alici - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
In this work, we present a systematic review on non-invasive HMIs employing hybrid wearable sensor modalities for recognition of upper limb intentions. Different combinations …
The myoelectric upper-limb prosthetic manipulation is inherently limited by the unreliable sensor-skin interface. This paper presents a hybrid approach to overcome the limitation of …
A novel wearable human machine interface based on mechanomyogram (MMG) signals was presented in this study. A three-axis accelerometer was fixed to a customized watch …
ZG Xiao, C Menon - Journal of Bionic Engineering, 2017 - Springer
The ability to track upper extremity movement during activity of daily living has the potential to facilitate the recovery of individuals with neurological or physical injuries. Hence, the use …
X Sheng, X Ding, W Guo, L Hua, M Wang… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
The research on muscular activity based human-machine interface (HMI) is of great significance, such as controlling prosthetic hand to improve the life quality of amputee …
N Hettiarachchi, Z Ju, H Liu - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
In this paper we introduce a novel Wearable Ultrasound Radial Muscle Activity Detection System (WURMADS) and a demonstration of its ability to recognize forearm muscle activities …