Biosignal-based human–machine interfaces for assistance and rehabilitation: A survey
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 …
Starting from elementary equipment, the recent development of novel techniques and …
Toward robust, adaptiveand reliable upper-limb motion estimation using machine learning and deep learning–A survey in myoelectric control
To develop multi-functionalhuman-machine interfaces that can help disabled people
reconstruct lost functions of upper-limbs, machine learning (ML) and deep learning (DL) …
reconstruct lost functions of upper-limbs, machine learning (ML) and deep learning (DL) …
Toward an enhanced human–machine interface for upper-limb prosthesis control with combined EMG and NIRS signals
Advanced myoelectric prosthetic hands are currently limited due to the lack of sufficient
signal sources on amputation residual muscles and inadequate real-time control …
signal sources on amputation residual muscles and inadequate real-time control …
Non-invasive human-machine interface (HMI) systems with hybrid on-body sensors for controlling upper-limb prosthesis: A review
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 …
wearable sensor modalities for recognition of upper limb intentions. Different combinations …
Mechanomyography assisted myoeletric sensing for upper-extremity prostheses: A hybrid approach
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 …
sensor-skin interface. This paper presents a hybrid approach to overcome the limitation of …
Hand gesture recognition by a MMG-based wearable device
MK Liu, YT Lin, ZW Qiu, CK Kuo… - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
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 …
was presented in this study. A three-axis accelerometer was fixed to a customized watch …
Performance of forearm FMG and sEMG for estimating elbow, forearm and wrist positions
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 …
to facilitate the recovery of individuals with neurological or physical injuries. Hence, the use …
Toward an integrated multi-modal sEMG/MMG/NIRS sensing system for human–machine interface robust to muscular fatigue
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 …
significance, such as controlling prosthetic hand to improve the life quality of amputee …
A new wearable ultrasound muscle activity sensing system for dexterous prosthetic control
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 …
System (WURMADS) and a demonstration of its ability to recognize forearm muscle activities …