Mechanomyogram for muscle function assessment: a review

MA Islam, K Sundaraj, RB Ahmad, NU Ahamed - PloS one, 2013 - journals.plos.org
Background Mechanomyography (MMG) has been extensively applied in clinical and
experimental practice to examine muscle characteristics including muscle function (MF) …

Mechanomyography sensor development, related signal processing, and applications: a systematic review

MA Islam, K Sundaraj, RB Ahmad… - IEEE Sensors …, 2013 - ieeexplore.ieee.org
Mechanomyography (MMG) is extensively used in the research of sensor development,
signal processing, characterization of muscle activity, development of prosthesis and/or …

AI‐Enabled Soft Sensing Array for Simultaneous Detection of Muscle Deformation and Mechanomyography for Metaverse Somatosensory Interaction

J Suo, Y Liu, J Wang, M Chen, K Wang… - Advanced …, 2024 - Wiley Online Library
Motion recognition (MR)‐based somatosensory interaction technology, which interprets user
movements as input instructions, presents a natural approach for promoting human …

A multi-modal approach for hand motion classification using surface EMG and accelerometers

A Fougner, E Scheme, ADC Chan… - … Conference of the …, 2011 - ieeexplore.ieee.org
For decades, electromyography (EMG) has been used for diagnostics, upper-limb prosthesis
control, and recently even for more general human-machine interfaces. Current commercial …

Multiclassifier system with hybrid learning applied to the control of bioprosthetic hand

M Kurzynski, M Krysmann, P Trajdos… - Computers in biology and …, 2016 - Elsevier
In this paper the problem of recognition of the intended hand movements for the control of
bio-prosthetic hand is addressed. The proposed method is based on recognition of …

[HTML][HTML] Advances and perspectives of mechanomyography

E Krueger, EM Scheeren, GN Nogueira-Neto… - Revista Brasileira de …, 2014 - SciELO Brasil
INTRODUCTION: The evaluation of muscular tissue condition can be accomplished with
mechanomyography (MMG), a technique that registers intramuscular mechanical waves …

Signals, sensors and methods for controlling active upper limb orthotic devices: a comprehensive review

LT dos Santos, M Kugler, P Nohama - Research on Biomedical …, 2023 - Springer
Introduction Active orthotic devices are potential assets to improve the effectivity of
rehabilitation practices for motor disabilities. However, the development of these devices still …

Assessment of elbow spasticity with surface electromyography and mechanomyography based on support vector machine

H Wang, L Wang, Y Xiang, N Zhao, X Li… - 2017 39th Annual …, 2017 - ieeexplore.ieee.org
The Modified Ashworth Scale (MAS) is the gold standard in clinical for grading spasticity.
However, its results greatly depend on the physician evaluations and are subjective. In this …

Longitudinal, lateral and transverse axes of forearm muscles influence the crosstalk in the mechanomyographic signals during isometric wrist postures

MA Islam, K Sundaraj, RB Ahmad, S Sundaraj… - PloS one, 2014 - journals.plos.org
Problem Statement In mechanomyography (MMG), crosstalk refers to the contamination of
the signal from the muscle of interest by the signal from another muscle or muscle group that …

Towards sensor position-invariant hand gesture recognition using a mechanomyographic interface

P Kaczmarek, T Mańkowski… - 2017 Signal Processing …, 2017 - ieeexplore.ieee.org
This paper presents a study on the feasibility of an interface based on a
mechanomyographic signal (MMG). Existing state-of-the-art studies show attempts of …