Mechanomyography signals pattern recognition in hand movements using swarm intelligence algorithm optimized support vector machine based on acceleration sensors

Hand gesture recognition using smooth wavelet packet transformation and hybrid CNN based on surface EMG and accelerometer signal

(2023) Le Wang et al.   Biomedical Signal Processing and Control

Partial discharge fault diagnosis based on zernike moment and improved bacterial foraging optimization algorithm

(2022) Ze Li et al.   ELECTRIC POWER SYSTEMS RESEARCH

Partial discharge ultrasonic signals pattern recognition in transformer using BSO-SVM based on microfiber coupler sensor

(2022) Yang Zhou et al.   MEASUREMENT

sEMG time–frequency features for hand movements classification

(2022) Somar Karheily et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of tea varieties based on fluorescence hyperspectral image technology and ABC‐SVM algorithm

(2021) Hussain Ahmad et al.   JOURNAL OF FOOD PROCESSING AND PRESERVATION

Multichannel Finger Pattern Recognition Using Single-Site Mechanomyography

(2021) Ahamd Saleh Asheghabadi et al.   IEEE SENSORS JOURNAL

Railway dangerous goods transportation system risk identification: Comparisons among SVM, PSO-SVM, GA-SVM and GS-SVM

(2021) Wencheng Huang et al.   APPLIED SOFT COMPUTING

FEATURES ANALYSIS AND SYSTEM IDENTIFICATION OF MECHANOMYOGRAPHY AND ELECTROMYOGRAPHY UNDER TRANSCRANIAL MAGNETIC STIMULATION

(2021) HANYANG ZHANG et al.   Journal of Mechanics in Medicine and Biology

Spatio-temporal warping for myoelectric control: an offline, feasibility study

(2021) Milad Jabbari et al.   Journal of Neural Engineering

Decomposition and evaluation of SEMG for hand prostheses control

(2021) Tanu Sharma et al.   MEASUREMENT

Gesture recognition using dual-stream CNN based on fusion of sEMG energy kernel phase portrait and IMU amplitude image

(2021) Liukai Xu et al.   Biomedical Signal Processing and Control

Surface EMG signal classification using ternary pattern and discrete wavelet transform based feature extraction for hand movement recognition

(2020) Turker Tuncer et al.   Biomedical Signal Processing and Control

Feature selection and dimensionality reduction: An extensive comparison in hand gesture classification by sEMG in eight channels armband approach

(2020) José Jair A. Mendes Junior et al.   Biomedical Signal Processing and Control

Rolling bearing fault diagnosis using generalized refined composite multiscale sample entropy and optimized support vector machine

(2020) Zhenya Wang et al.   MEASUREMENT

A preliminary study of classification of upper limb motions and forces based on mechanomyography

(2020) Yue Zhang et al.   MEDICAL ENGINEERING & PHYSICS

sEMG-based recognition of composite motion with convolutional neural network

(2020) Shuhao Qi et al.   SENSORS AND ACTUATORS A-PHYSICAL

Novel meta-heuristic bald eagle search optimisation algorithm

(2019) H. A. Alsattar et al.   ARTIFICIAL INTELLIGENCE REVIEW

Robust hand gesture recognition with a double channel surface EMG wearable armband and SVM classifier

(2018) Mahmoud Tavakoli et al.   Biomedical Signal Processing and Control

Real-time continuous recognition of knee motion using multi-channel mechanomyography signals detected on clothes

(2018) Haifeng Wu et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY

A CNN-SVM combined model for pattern recognition of knee motion using mechanomyography signals

(2018) Haifeng Wu et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY

Mechanomyography Assisted Myoeletric Sensing for Upper-Extremity Prostheses: A Hybrid Approach

(2017) Weichao Guo et al.   IEEE SENSORS JOURNAL

Motion intent recognition of individual fingers based on mechanomyogram

(2017) Huijun Ding et al.   PATTERN RECOGNITION LETTERS

Random Forest-Based Recognition of Isolated Sign Language Subwords Using Data from Accelerometers and Surface Electromyographic Sensors

(2016) Ruiliang Su et al.   SENSORS

Verification of nerve decompression using mechanomyography

(2016) Nolan Wessell et al.   Spine Journal

Bispectrum-based sEMG multi-domain joint feature extraction for upper limb motion classification

(2015) Yanzhao Chen et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

A real-time EMG pattern recognition method for virtual myoelectric hand control

(2014) Kexin Xing et al.   NEUROCOMPUTING

Gestures recognition based on wavelet and LLE

(2013) Qingsong Ai et al.   AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE

EMG feature evaluation for improving myoelectric pattern recognition robustness

(2013) Angkoon Phinyomark et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature reduction and selection for EMG signal classification

(2012) Angkoon Phinyomark et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bulk movement included in multi-channel mechanomyography: Similarity between mechanomyography of resting muscle and that of contracting muscle

(2012) Takashi Kawamoto et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY

Continuous monitoring of electromyography (EMG), mechanomyography (MMG), sonomyography (SMG) and torque output during ramp and step isometric contractions

(2010) Jing-Yi Guo et al.   MEDICAL ENGINEERING & PHYSICS

Uncovering patterns of forearm muscle activity using multi-channel mechanomyography

(2009) Natasha Alves et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY

A discriminant bispectrum feature for surface electromyogram signal classification

(2009) Xinpu Chen et al.   MEDICAL ENGINEERING & PHYSICS

Stationarity distributions of mechanomyogram signals from isometric contractions of extrinsic hand muscles during functional grasping

(2007) Natasha Alves et al.   JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY