Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review
出版年份 2020 全文链接
标题
Real-Time Hand Gesture Recognition Using Surface Electromyography and Machine Learning: A Systematic Literature Review
作者
关键词
-
出版物
SENSORS
Volume 20, Issue 9, Pages 2467
出版商
MDPI AG
发表日期
2020-04-28
DOI
10.3390/s20092467
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A Study of Movement Classification of the Lower Limb Based on up to 4-EMG Channels
- (2019) Diana Toledo-Pérez et al. Electronics
- Surface EMG hand gesture recognition system based on PCA and GRNN
- (2019) Jinxian Qi et al. NEURAL COMPUTING & APPLICATIONS
- Regression convolutional neural network for improved simultaneous EMG control
- (2019) Ali Ameri et al. Journal of Neural Engineering
- Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning
- (2019) Ulysse Cote-Allard et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Identification of Gesture Based on Combination of Raw sEMG and sEMG Envelope Using Supervised Learning and Univariate Feature Selection
- (2019) Shili Liang et al. Journal of Bionic Engineering
- Real-Time Surface EMG Pattern Recognition for Hand Gestures Based on an Artificial Neural Network
- (2019) Zhang et al. SENSORS
- Support Vector Machine-Based EMG Signal Classification Techniques: A Review
- (2019) Diana C. Toledo-Pérez et al. Applied Sciences-Basel
- EMG-based online classification of gestures with recurrent neural networks
- (2019) Miguel Simão et al. PATTERN RECOGNITION LETTERS
- Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor
- (2019) Marcello Zanghieri et al. IEEE Transactions on Biomedical Circuits and Systems
- A Fully Embedded Adaptive Real-Time Hand Gesture Classifier Leveraging HD-sEMG and Deep Learning
- (2019) Simon Tam et al. IEEE Transactions on Biomedical Circuits and Systems
- A bionic hand controlled by hand gesture recognition based on surface EMG signals: A preliminary study
- (2018) Wan-Ting Shi et al. Biocybernetics and Biomedical Engineering
- 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
- Vector Autoregressive Hierarchical Hidden Markov Models for Extracting Finger Movements Using Multichannel Surface EMG Signals
- (2018) Nebojša Malešević et al. COMPLEXITY
- Feature Extraction and Selection for Myoelectric Control Based on Wearable EMG Sensors
- (2018) Angkoon Phinyomark et al. SENSORS
- Real-Time Myocontrol of a Human-Computer Interface by Paretic Muscles after Stroke
- (2018) Chun Yang et al. IEEE Transactions on Cognitive and Developmental Systems
- On the robustness of real-time myoelectric control investigations: a multiday Fitts’ law approach
- (2018) Asim Waris et al. Journal of Neural Engineering
- Single channel surface EMG control of advanced prosthetic hands: A simple, low cost and efficient approach
- (2017) Mahmoud Tavakoli et al. EXPERT SYSTEMS WITH APPLICATIONS
- The Virtual Trackpad: An Electromyography-Based, Wireless, Real-Time, Low-Power, Embedded Hand-Gesture-Recognition System Using an Event-Driven Artificial Neural Network
- (2017) Xilin Liu et al. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
- Design and Myoelectric Control of an Anthropomorphic Prosthetic Hand
- (2017) Nianfeng Wang et al. Journal of Bionic Engineering
- The P2X7 receptor-NLRP3 inflammasome complex predicts the development of non-Hodgkin's lymphoma in Sjogren's syndrome: a prospective, observational, single-centre study
- (2017) C. Baldini et al. JOURNAL OF INTERNAL MEDICINE
- Translating Research on Myoelectric Control into Clinics—Are the Performance Assessment Methods Adequate?
- (2017) Ivan Vujaklija et al. Frontiers in Neurorobotics
- Evaluation of Computer-Based Target Achievement Tests for Myoelectric Control
- (2017) Jacob Gusman et al. IEEE Journal of Translational Engineering in Health and Medicine-JTEHM
- Spectral Collaborative Representation based Classification for hand gestures recognition on electromyography signals
- (2016) Ali Boyali et al. Biomedical Signal Processing and Control
- EMG Feature Set Selection Through Linear Relationship for Grasp Recognition
- (2016) Nayan M. Kakoty et al. Journal of Medical and Biological Engineering
- Recognition of Daily Gestures with Wearable Inertial Rings and Bracelets
- (2016) Alessandra Moschetti et al. SENSORS
- A Review of Classification Techniques of EMG Signals during Isotonic and Isometric Contractions
- (2016) Nurhazimah Nazmi et al. SENSORS
- Recent methods and databases in vision-based hand gesture recognition: A review
- (2015) Pramod Kumar Pisharady et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- A Versatile Embedded Platform for EMG Acquisition and Gesture Recognition
- (2015) Simone Benatti et al. IEEE Transactions on Biomedical Circuits and Systems
- Real-Time and Simultaneous Control of Artificial Limbs Based on Pattern Recognition Algorithms
- (2014) Max Ortiz-Catalan et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Support Vector Regression for Improved Real-Time, Simultaneous Myoelectric Control
- (2014) Ali Ameri et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- The Extraction of Neural Information from the Surface EMG for the Control of Upper-Limb Prostheses: Emerging Avenues and Challenges
- (2014) Dario Farina et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- On the usability of intramuscular EMG for prosthetic control: A Fitts’ Law approach
- (2014) Ernest N. Kamavuako et al. JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY
- A comparison of the real-time controllability of pattern recognition to conventional myoelectric control for discrete and simultaneous movements
- (2014) Aaron J Young et al. Journal of NeuroEngineering and Rehabilitation
- A real-time comparison between direct control, sequential pattern recognition control and simultaneous pattern recognition control using a Fitts’ law style assessment procedure
- (2014) Sophie M Wurth et al. Journal of NeuroEngineering and Rehabilitation
- Pattern Recognition of Eight Hand Motions Using Feature Extraction of Forearm EMG Signal
- (2014) Firas Al Omari et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES INDIA SECTION A-PHYSICAL SCIENCES
- Electromyography data for non-invasive naturally-controlled robotic hand prostheses
- (2014) Manfredo Atzori et al. Scientific Data
- Real-Time Motor Unit Identification From High-Density Surface EMG
- (2013) Vojko Glaser et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Intuitive, Online, Simultaneous, and Proportional Myoelectric Control Over Two Degrees-of-Freedom in Upper Limb Amputees
- (2013) Ning Jiang et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Surface Electromyography Signal Processing and Classification Techniques
- (2013) Rubana Chowdhury et al. SENSORS
- Pattern recognition of number gestures based on a wireless surface EMG system
- (2012) Xun Chen et al. Biomedical Signal Processing and Control
- Validation of a Selective Ensemble-Based Classification Scheme for Myoelectric Control Using a Three-Dimensional Fitts' Law Test
- (2012) Erik J. Scheme et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Determining the Optimal Window Length for Pattern Recognition-Based Myoelectric Control: Balancing the Competing Effects of Classification Error and Controller Delay
- (2011) L H Smith et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Target Achievement Control Test: Evaluating real-time myoelectric pattern-recognition control of multifunctional upper-limb prostheses
- (2011) Ann M. Simon et al. JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT
- Decoding the neural drive to muscles from the surface electromyogram
- (2010) Dario Farina et al. CLINICAL NEUROPHYSIOLOGY
- Quantifying Pattern Recognition—Based Myoelectric Control of Multifunctional Transradial Prostheses
- (2010) Guanglin Li et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Filtering the surface EMG signal: Movement artifact and baseline noise contamination
- (2010) Carlo J. De Luca et al. JOURNAL OF BIOMECHANICS
- Targeted Muscle Reinnervation for Real-time Myoelectric Control of Multifunction Artificial Arms
- (2009) Todd A. Kuiken JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
- Selektive Nerventransfers zur verbesserten Steuerung myoelektrischer Armprothesen
- (2008) O. Aszmann et al. Handchirurgie Mikrochirurgie Plastische Chirurgie
- Evaluation of Head Orientation and Neck Muscle EMG Signals as Command Inputs to a Human–Computer Interface for Individuals With High Tetraplegia
- (2008) M.R. Williams et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Systematic literature reviews in software engineering – A systematic literature review
- (2008) Barbara Kitchenham et al. INFORMATION AND SOFTWARE TECHNOLOGY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started