Human-machine interaction sensing technology based on hand gesture recognition: A review

L Guo, Z Lu, L Yao - IEEE Transactions on Human-Machine …, 2021 - ieeexplore.ieee.org
Human machine interaction (HMI) is an interactive way of information exchange between
human and machine. By collecting the information that can be conveyed by the person to …

Emerging wearable interfaces and algorithms for hand gesture recognition: A survey

S Jiang, P Kang, X Song, BPL Lo… - IEEE Reviews in …, 2021 - ieeexplore.ieee.org
Hands are vital in a wide range of fundamental daily activities, and neurological diseases
that impede hand function can significantly affect quality of life. Wearable hand gesture …

A review of hand gesture recognition systems based on noninvasive wearable sensors

R Tchantchane, H Zhou, S Zhang… - Advanced Intelligent …, 2023 - Wiley Online Library
Hand gesture, one of the essential ways for a human to convey information and express
intuitive intention, has a significant degree of differentiation, substantial flexibility, and high …

[HTML][HTML] Gras** force prediction based on sEMG signals

R Ma, L Zhang, G Li, D Jiang, S Xu, D Chen - Alexandria Engineering …, 2020 - Elsevier
In order to realize the force control, when the prosthetic hand grasps the object, the forearm
electromyography signal is collected by the multi-channel surface electromyography (sEMG) …

Biosignal-based human–machine interfaces for assistance and rehabilitation: A survey

D Esposito, J Centracchio, E Andreozzi, GD Gargiulo… - Sensors, 2021 - mdpi.com
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 …

Towards wearable A-mode ultrasound sensing for real-time finger motion recognition

X Yang, X Sun, D Zhou, Y Li… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
It is evident that surface electromyography (sEMG) based human-machine interfaces (HMI)
have inherent difficulty in predicting dexterous musculoskeletal movements such as finger …

Review of dynamic gesture recognition

SHI Yuanyuan, LI Yunan, FU **aolong, M Kaibin… - Virtual Reality & …, 2021 - Elsevier
In recent years, gesture recognition has been widely used in the fields of intelligent driving,
virtual reality, and human-computer interaction. With the development of artificial …

Hand gesture recognition and finger angle estimation via wrist-worn modified barometric pressure sensing

PB Shull, S Jiang, Y Zhu, X Zhu - IEEE Transactions on Neural …, 2019 - ieeexplore.ieee.org
This paper presents a new approach to wearable hand gesture recognition and finger angle
estimation based on the modified barometric pressure sensing. Barometric pressure sensors …

A wearable ultrasound interface for prosthetic hand control

Z Yin, H Chen, X Yang, Y Liu, N Zhang… - IEEE journal of …, 2022 - ieeexplore.ieee.org
Ultrasound can non-invasively detect muscle deformations and has great potential
applications in prosthetic hand control. Traditional ultrasound equipment was usually too …

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 …