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 …

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 …

Human computer interaction plays an increasingly important role in our life. People need
more intelligent, concise and efficient human-computer interaction. It is of great significance …

Hands are two of the most crucial organs and they play major role for human activities.
Therefore, amputee people experience many difficulties in daily life. To overcome these …

An important barrier to commercialization of pattern recognition myoelectric control of
prostheses is the lack of robustness to confounding factors such as electrode shift, skin …

Human-machine interface (HMI) technology has gradually become a research hotspot with
the continuous development of computer technology and Internet of Things (IOT) …

Walking, one of the most common daily activities, causes unwanted movement artifacts
which can significantly deteriorate hand gesture recognition accuracy. However, traditional …

Hand gesture recognition (HGR) based on surface electromyogram (sEMG) and
accelerometer (ACC) signals has attracted increasing attention. The design of an effective …

Objective: The objective of this work is to develop a novel method for adaptive calibration of
the electrode array shifts toward achieving robust myoelectric pattern-recognition control …

Abstract sEMG Gesture Recognition is often used in wearable devices, so balancing model
complexity and classification ability are important when designing models. Presently …