Reducing noise, artifacts and interference in single-channel emg signals: A review

M Boyer, L Bouyer, JS Roy, A Campeau-Lecours - Sensors, 2023 - mdpi.com
Electromyography (EMG) is gaining importance in many research and clinical applications,
including muscle fatigue detection, control of robotic mechanisms and prostheses, clinical …

A review on electromyography decoding and pattern recognition for human-machine interaction

M Simao, N Mendes, O Gibaru, P Neto - Ieee Access, 2019 - ieeexplore.ieee.org
This paper presents a literature review on pattern recognition of electromyography (EMG)
signals and its applications. The EMG technology is introduced and the most relevant …

Removal of power-line interference from the ECG: a review of the subtraction procedure

C Levkov, G Mihov, R Ivanov, I Daskalov… - Biomedical engineering …, 2005 - Springer
Background Modern biomedical amplifiers have a very high common mode rejection ratio.
Nevertheless, recordings are often contaminated by residual power-line interference …

A framework and call to action for the future development of EMG-based input in HCI

E Eddy, EJ Scheme, S Bateman - … of the 2023 CHI Conference on …, 2023 - dl.acm.org
Electromyography (EMG) has been explored as an HCI input modality following a long
history of success for prosthesis control. While EMG has the potential to address a range of …

Electromyography signal analysis using wavelet transform and higher order statistics to determine muscle contraction

MS Hussain, MBI Reaz, F Mohd‐Yasin… - Expert …, 2009 - Wiley Online Library
Electromyography gives an electrical representation of neuromuscular activation associated
with a contracting muscle. The electromyography signal acquires noise while travelling …

An embedded, eight channel, noise canceling, wireless, wearable sEMG data acquisition system with adaptive muscle contraction detection

M Ergeneci, K Gokcesu, E Ertan… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Wearable technology has gained increasing popularity in the applications of healthcare,
sports science, and biomedical engineering in recent years. Because of its convenient …

Nonlinear analysis of biceps surface EMG signals for chaotic approaches

V Khodadadi, FN Rahatabad, A Sheikhani… - Chaos, Solitons & …, 2023 - Elsevier
In the present study, the chaos is detected and quantified in the electromyographic (EMG)
signal of the biceps muscle using nonlinear features. Biological systems are complex and …

Low-frequency alternating current stimulation rhythmically suppresses gamma-band oscillations and impairs perceptual performance

JD Herring, S Esterer, TR Marshall, O Jensen… - Neuroimage, 2019 - Elsevier
Low frequency oscillations such as alpha (8–12 Hz) are hypothesized to rhythmically gate
sensory processing, reflected by 40–100 Hz gamma band activity, via the mechanism of …

Reducing power line interference in digitised electromyogram recordings by spectrum interpolation

DT Mewett, KJ Reynolds, H Nazeran - Medical and Biological Engineering …, 2004 - Springer
Interference from power lines (50 or 60 Hz) is the largest source of extraneous noise in many
bio-electric signals and is within the bandwidth of many such signals. In this study, two …

[HTML][HTML] The effect of back muscle fatigue on EMG and kinematics based estimation of low-back loads and active moments during manual lifting tasks

A Tabasi, NP Brouwer, I Kingma, W van Dijk… - Journal of …, 2023 - Elsevier
This study investigated the effects of back muscle fatigue on the estimation of low-back loads
and active low-back moments during lifting, using an EMG and kinematics based model …