Random forest-based recognition of isolated sign language subwords using data from accelerometers and surface electromyographic sensors
R Su, X Chen, S Cao, X Zhang - Sensors, 2016 - mdpi.com
Sign language recognition (SLR) has been widely used for communication amongst the
hearing-impaired and non-verbal community. This paper proposes an accurate and robust …
hearing-impaired and non-verbal community. This paper proposes an accurate and robust …
Accurate EMG onset detection in pathological, weak and noisy myoelectric signals
D Yang, H Zhang, Y Gu, H Liu - Biomedical Signal Processing and Control, 2017 - Elsevier
In this paper, we propose an alternative onset detection method dealing with pathological,
weak and noisy myoelectric signals. We evaluate our method on simulated, offline EMG …
weak and noisy myoelectric signals. We evaluate our method on simulated, offline EMG …
A comparison of upper-limb motion pattern recognition using EMG signals during dynamic and isometric muscle contractions
Multichannel electromyography (EMG) signals are one of the common methods used in
human motion pattern recognition. In exoskeleton robot control, EMG signals are measured …
human motion pattern recognition. In exoskeleton robot control, EMG signals are measured …
Feature-based evaluation of a wearable surface EMG sensor against laboratory standard EMG during force-varying and fatiguing contractions
Recent advances in wearable sensors enable recording of electromyography (EMG) outside
the laboratory for extended periods of time. However, the properties of wearable EMG …
the laboratory for extended periods of time. However, the properties of wearable EMG …
A novel phonology-and radical-coded Chinese sign language recognition framework using accelerometer and surface electromyography sensors
Sign language recognition (SLR) is an important communication tool between the deaf and
the external world. It is highly necessary to develop a worldwide continuous and large …
the external world. It is highly necessary to develop a worldwide continuous and large …
[HTML][HTML] Timing of rectus femoris and biceps femoris muscle activities in both legs at maximal running speed
G Kakehata, Y Goto, S Iso… - Medicine and Science in …, 2021 - ncbi.nlm.nih.gov
Purpose The purpose of this study was to investigate the relationship between
spatiotemporal variables of running and onset/offset timing of rectus femoris (RF) and biceps …
spatiotemporal variables of running and onset/offset timing of rectus femoris (RF) and biceps …
Machine learning for detection of muscular activity from surface EMG signals
F Di Nardo, A Nocera, A Cucchiarelli, S Fioretti… - Sensors, 2022 - mdpi.com
Background: Muscular-activity timing is useful information that is extractable from surface
EMG signals (sEMG). However, a reference method is not available yet. The aim of this …
EMG signals (sEMG). However, a reference method is not available yet. The aim of this …
A Study on the Relationship between Postural Control and Pain‐Related Clinical Outcomes in Patients with Chronic Nonspecific Low Back Pain
Q Yu, Y Huo, M Chen, Z Zhang, Z Li… - Pain Research and …, 2021 - Wiley Online Library
Objectives. To explore the relationship between postural control and pain‐related clinical
outcomes in patients with chronic nonspecific low back pain (cNLBP). Methods. Participants …
outcomes in patients with chronic nonspecific low back pain (cNLBP). Methods. Participants …
Analysis of statistical and standard algorithms for detecting muscle onset with surface electromyography
MS Tenan, AJ Tweedell, CA Haynes - PLoS One, 2017 - journals.plos.org
The timing of muscle activity is a commonly applied analytic method to understand how the
nervous system controls movement. This study systematically evaluates six classes of …
nervous system controls movement. This study systematically evaluates six classes of …
Estimates of muscle function in human gait depend on how foot-ground contact is modelled
Computational analyses of leg-muscle function in human locomotion commonly assume that
contact between the foot and the ground occurs at discrete points on the sole of the foot …
contact between the foot and the ground occurs at discrete points on the sole of the foot …