کنفرانس مهندسی برق ایران

صفحه اصلی / سی و سومین کنفرانس بین المللی مهندسی برق

Gesture recognition of hand movements using mechanomyography

نویسندگان :

Ashkan Elyasinia¹ Raheleh Davoodi² Sedighe Dehghani³

1- دانشگاه شهید بهشتی 2- دانشگاه شهید بهشتی 3- دانشگاه شهید بهشتی

کلمات کلیدی :

Mechanomyography،Hand gesture،Machine learning،Signal processing،recognition

چکیده :

Hand gesture recognition is an essential area of research in human-machine interaction, with applications ranging from rehabilitation engineering to sign language interpretation. Mechanomyography (MMG), which records the mechanical activity of muscles, has emerged as a low-cost and effective method for gesture recognition. This study investigates the use of MMG signals for recognizing eight distinct hand movements, leveraging low-cost accelerometers and machine learning algorithms to achieve robust classification. By employing wireless data acquisition and advanced signal processing techniques, we aim to contribute to the development of accessible, real-time .gesture recognition systems

لیست مقالات

لیست مقالات بایگانی شده

Agglomerative Hierarchical Clustering Based on Q-learning for D2D Communication in Public Safety Communication Networks

Sahel Alipour - Mohammad Mansour Kesargheh - Abdulhamid Zahedi - Ghasem Mirjalily - Jamshid Abouei

Finite time disturbance observer based output feedback fractional order nonsingular terminal sliding mode attitude control of rigid satellites

Shirko Piri - Jalil Beyramzad - Esmaeel Khanmirza

A boosting based approach to handle imbalanced data

Sahar Hassanzadeh Mostafaei - Jafar Tanha - Negin Samadi - Soodabeh Imanzadeh - Nazila Razzaghi-Asl

Low-Power Fano Resonance-Based MIM Plasmonic Switch Using Kerr-Type Nonlinear Material

Yousef Karimi - Hassan Kaatuzian

Identifying Singular 2-D Systems Using 1-D Methods

Masoud Shafiee - Kamyar Azarakhsh

طراحی و مدلسازی امولاتور دریچه گاز الکترونیکی برای کاربرد در خودرو

محمدرضا درزی - مجید شالچیان

Community Energy Management Using MARL: Synergy of Price-Based and Incentive-Based Demand Response

Mohammad Hashemnezhad - Hamed Delkhosh - Ahmad Shahabi - Mohsen Parsa Moghaddam

Classification of automotive radar targets using Gray Level Co-occurrence Matrix

Amin AghatabarRoodbary - MohammadHassan Bastani - Fereidoon Behnia

مدلسازی محدودیت های عملی سیستم های ترکیبی انرژی الکتریکی- حرارتی با استفاده از تبدیلات پیشرفته برنامه‌ریزی ریاضی

ریحانه حسن آبادی - حسین شریف زاده

A Bidirectional Transformerless Direct AC-AC Dynamic Voltage Restorer with Extended Compensation Range and Up/Down Capability

ُSeyed Mohsen Mortazavi - MohammadHadi Mokhtari - Mohammad Reza Zolghadri

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 40.4.2