A review of non-invasive techniques to detect and predict localised muscle fatigue

MR Al-Mulla, F Sepulveda, M Colley - Sensors, 2011 - mdpi.com
Muscle fatigue is an established area of research and various types of muscle fatigue have
been investigated in order to fully understand the condition. This paper gives an overview of …

Assessment of muscles fatigue based on surface EMG signals using machine learning and statistical approaches: A review

HA Yousif, A Zakaria, NA Rahim… - IOP conference …, 2019 - iopscience.iop.org
Muscle fatigue is described by the decline in muscle maximum force during contraction. The
fatigue occurs in the nervous or muscle fibre cells. The nerves produce a high-frequency …

The usefulness of mean and median frequencies in electromyography analysis

A Phinyomark, S Thongpanja, H Hu… - … -A perspective on …, 2012 - books.google.com
Rich useful information can be obtained from the muscles and researchers can use such
information in a wide class of clinical and engineering applications by measuring surface …

Time-frequency analysis of myoelectric signals during dynamic contractions: a comparative study

S Karlsson, J Yu, M Akay - IEEE transactions on Biomedical …, 2000 - ieeexplore.ieee.org
Introduces nonstationary signal analysis methods to analyze the myoelectric (ME) signals
during dynamic contractions by estimating the time-dependent spectral moments. The time …

Time-frequency parameters of the surface myoelectric signal for assessing muscle fatigue during cyclic dynamic contractions

P Bonato, SH Roy, M Knaflitz… - IEEE Transactions on …, 2001 - ieeexplore.ieee.org
The time-dependent shift in the spectral content of the surface myoelectric signal to lower
frequencies has proven to be a useful tool for assessing localized muscle fatigue …

Effect of joint angle on EMG variables in leg and thigh muscles

D Farina, R Merletti, M Nazzaro… - IEEE engineering in …, 2001 - ieeexplore.ieee.org
It is the purpose of this article (a) to show the influence of electrode location on EMG
amplitude and spectral variables for simulated and real signals for different muscles of the …

EMG processing based measures of fatigue assessment during manual lifting

EF Shair, SA Ahmad, MH Marhaban… - BioMed research …, 2017 - Wiley Online Library
Manual lifting is one of the common practices used in the industries to transport or move
objects to a desired place. Nowadays, even though mechanized equipment is widely …

Time-frequency methods applied to muscle fatigue assessment during dynamic contractions

M Knaflitz, P Bonato - Journal of Electromyography and Kinesiology, 1999 - Elsevier
This paper discusses the assessment of the electrical manifestations of muscle fatigue
during dynamic contractions. In the past, the study of muscle fatigue was restricted to …

Activation imbalances in lumbar spine muscles in the presence of chronic low back pain

LIE Oddsson, CJ De Luca - Journal of applied physiology, 2003 - journals.physiology.org
Paraspinal electromyographic (EMG) activity was recorded bilaterally from three lumbar
levels during 30-s isometric trunk extensions [40 and 80% of maximum voluntary contraction …

Muscle fatigue and fatigue-related biomechanical changes during a cyclic lifting task

P Bonato, GR Ebenbichler, SH Roy, S Lehr, M Posch… - Spine, 2003 - journals.lww.com
Study Design. Electromyographic and biomechanical methods were utilized to investigate
correlations between indexes of localized muscle fatigue and changes in the kinematics and …