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[HTML][HTML] Comparison of machine learning algorithms and feature extraction techniques for the automatic detection of surface EMG activation timing
VM Gallón, SM Vélez, J Ramírez, F Bolaños - … Signal Processing and …, 2024 - Elsevier
This paper presents a methodology for automatically detecting muscular activity by
denoising, extracting features, and classifying surface electromyography (sEMG) signals …
denoising, extracting features, and classifying surface electromyography (sEMG) signals …
A new method to classify railway vehicle axle fatigue crack AE signal
This paper presents a new method for classifying railway vehicle axle fatigue crack acoustic
emission (AE) signal. The method is developed by integrating self-adaptive empirical mode …
emission (AE) signal. The method is developed by integrating self-adaptive empirical mode …
Statistical validation of wavelet transform coherence method to assess the transfer of calf muscle activation to blood pressure during quiet standing
Background Continuous and discrete wavelet transforms have been established as valid
tools to analyze non-stationary and transient signals over Fourier domain methods …
tools to analyze non-stationary and transient signals over Fourier domain methods …
SEMG feature extraction methods for pattern recognition of upper limbs
F Zhang, P Li, ZG Hou, Y Chen, F Xu… - The 2011 …, 2011 - ieeexplore.ieee.org
In this paper, a new feature of surface electromyo-graphy (sEMG) by using discrete wavelet
transform (DWT) is proposed for motion recognition of upper limbs, and this method can be …
transform (DWT) is proposed for motion recognition of upper limbs, and this method can be …
Human activity and gesture recognition based on WiFi
Due to the wide availability of WiFi devices in almost every modern building, activity and
gesture recognition systems using WiFi have recently been in the spotlight. Given the low …
gesture recognition systems using WiFi have recently been in the spotlight. Given the low …
Posture muscle relationship with cardiovascular changes under orthostatic challenge
Lower leg muscles are known to be activated during standing. On the other hand, standing
is known to induce orthostatic stress. Our recent work presented that the posture control and …
is known to induce orthostatic stress. Our recent work presented that the posture control and …
Wavelet transform coherence based investigation of existence of relationship between the cardiovascular and postural control systems during orthostatic challenge
Previous studies have established the effects of orthostatic challenge on the cardiovascular
and postural control systems, but the interdependent behavior of the systems under such …
and postural control systems, but the interdependent behavior of the systems under such …
Captura e Processamento de Sinais Biomédicos Utilizando o LabVIEW
MMR La Banca, JJAM Junior, MB Pires… - Journal of Applied …, 2016 - revistas.utfpr.edu.br
O objetivo deste documento é apresentar o estado da arte envolvendo sinais de
eletromiografia de superfície (sEMG) e o uso do LabVIEW TM em sistemas de aquisição de …
eletromiografia de superfície (sEMG) e o uso do LabVIEW TM em sistemas de aquisição de …
A Data Stream Classification Method for AE Signal Based on LMD-BP
Y Zhou, J Bai, L Lin, Y Zhou… - 2019 4th International …, 2019 - ieeexplore.ieee.org
An improved time-domain analysis method combining with the sliding window and Local
Mean Decomposition (LMD) is proposed for a large amount of data volume when using …
Mean Decomposition (LMD) is proposed for a large amount of data volume when using …
[PDF][PDF] A Self-Adaptive AE Signal Classification Method on Energy Domain
Y Zhou, D Wang, L Lin - academia.edu
This paper presents a self-adaptive data analysis method on acoustic emission (AE) signals
which are generated by the fracture test on the rotation shaft. When collecting AE signals …
which are generated by the fracture test on the rotation shaft. When collecting AE signals …