Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation
Parajuli, Nawadita, Sreenivasan, Neethu, Bifulco, Paolo, Cesarelli, Mario, Savino, Sergio, Niola, Vincenzo, Esposito, Daniele, Hamilton, Tara J., Naik, Ganesh R., Gunawardana, Upul, Gargiulo, Gaetano D.·2019·Sensors
Cited by (332)
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- Vision-EMG Fusion Method for Real-time Grasping Pattern Classification SystemDulanjana M. Perera, D. G. K. Madusanka · 2021 · Moratuwa Engineering Research Conference (MERCon)
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- Human hand gesture recognition using fast Fourier transform with coot optimization based on deep neural networkA. Arulkumar, Palanisamy Babu · 2024 · Network Computation in Neural Systems
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- Fractional Integration Based Feature Extractor for EMG Signalsİbrahim Ethem Saçu · 2022 · Balkan Journal of Electrical and Computer Engineering
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- The Role of Fascial Tissue Layer in Electric Signal Transmission from the Forearm Musculature to the Cutaneous Layer as a Possibility for Increased Signal Strength in Myoelectric Forearm Exoprosthesis DevelopmentMark Edward Pogarasteanu, Marius Moga, Adrian Gheorghe Barbilian, George Mihai Avram, Monica Dascălu, Eduard Dan Franti, Nicolae Gheorghiu, Cosmin Moldovan, Elena Emanuela Rusu, Răzvan Adam et al. · 2023 · Bioengineering
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- Gesture Recognition via Estimation of Information Exchange between MusclesAlicia Falcon-Caro, Saeid Sanei · 2023 · IEEE International Conference on Digital Signal Processing (DSP)
- Automated Object Detection and Grasp Form ClassificationKerolous M. Yacoub, Ahmed El-Bialy · 2023 · International Conference on Electronic Engineering (ICEEM)
- Dynamic Time Warping Technique Applied to the User’s Intent Recognition for Myoelectric-Based Control of Upper Limb ProsthesisPaweł Trajdos, Marek W. Kurzynski · 2023 · Lecture notes in networks and systems
- Multitask Learning for Simultaneous Gesture and Force Level Recognition Toward Prosthetic Hand InteractionGuangjie Yu, Zhenchen Bao, Zhongxian Ma, Yue Zhang, Bingwei He · 2024 · IEEE Sensors Journal
- MRMR Guided EMG analysis for Precise Hand Gesture ClassificationPooja P Jain, Eashita Chowdhury, Manjunatha Mahadevappa, Cheruvu Siva Kumar · 2024 · International Conference on Control, Instrumentation, Energy & Communication
- Advanced Prosthetic Arm: Integrating Flex Sensors, EMG, and Voice-Controlled Bluetooth for Enhanced FeaturesG. Sriram, Karra Vinay Kumar, Pilla Durga Phani Danayya, Anupam Kumar, Prabal Pratap, Suraj Suraj · 2024 · International Conference on Emerging Frontiers in Electrical and Electronic Technologies (ICEFEET)
- Wavelet-Based Electromyographic Feature Selection Method for Real-Time Ankle Movement RecognitionWenzhou Li, Guang‐Zhong Cao, Yulong Wang, Xing Lyu · 2020 · IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems
- sEMG Feature Optimization Strategy for Finger Grip Force EstimationChangcheng Wu, Qingqing Cao, Fei Fei, Dehua Yang, Baoguo Xu, Hong Zeng, Aiguo Song · 2020 · Lecture notes in computer science
- A Bi-directional User Interface for a Prosthetic Hand Using a Head-Mounted DisplayDayeon Kim, Subin Joo, Joonho Seo, Peter Kazanzides · 2021 · International Symposium on Medical Robotics
- sEMG feature extraction using Generalized Discrete Orthonormal Stockwell Transform and Modified Multi-Dimensional ScalingSomar Karheily, Ali Moukadem, Jean‐Baptiste Courbot, Djaffar Ould Abdeslam · 2022 · European Signal Processing Conference (EUSIPCO)
- Enhanced Prosthesis Control Through Improved Shoulder Girdle Motion Recognition Using Time-Dependent Power Spectrum Descriptors and Long Short-Term MemoryHuda Mustafa Radha, Alia Karim Abdul Hassan, Ali Hussein Al-Timemy · 2023 · Mathematical Modelling and Engineering Problems
- Finding a Viable Neural Network Architecture for Use with Upper Limb ProstheticsMaxwell Lavin · 2019 · DigitalCommons - Kennesaw State University (Kennesaw State University)
- Performance Evaluation of EMG Pattern Recognition Techniques While Increasing The Number of Movement ClassesMs. Priyanka Sharma, Aakash Kr. Singh, Anupriya Mishra · 2020 · Journal of Science and Technology
- Brain-Machine Interfaces for Upper and Lower Limb ProsthesesJustin A. Brantley, Andrew Y. Paek, Alexander G. Steele, Jose Luis Contreras-Vidal · 2022 · Handbook of Neuroengineering
- A novel agonist-antagonist myoneural interface surgical approach on the proprioceptive reconstruction of rat lower extremityPing Wang, Jianping Huang, Jingjing Wei, Qianhengyuan Yu, Guanglin Li, Lin Yang, Zhiyuan Liu · 2022 · Research Square
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- Brain-Machine Interfaces for Upper and Lower Limb ProsthesesJustin A. Brantley, Andrew Y. Paek, Alexander G. Steele, Jose Luis Contreras-Vidal · 2023 · Handbook of Neuroengineering
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