Comprehensive and Cognitive Approaches in Rehabilitation Design using IMUs for STEM Branch Providing Novel IMU-Based System Design via Machine Learning Algorithms
Publish place: First Conference on Electrical, Aerospace Engineering, Mechanics and Engineering Sciences
Publish Year: 1400
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
IEAMCONF01_027
تاریخ نمایه سازی: 3 اسفند 1400
Abstract:
Applications of IMUs have always been the main focus and concentration through rehabilitation, cognitive, psychological, and therapeutically behavioral related fields as well as physiological aspects and architecturally related issues. In this research study, the recent approaches involving IMU-based embedded devices have been investigated while illustrating the distribution of the main focus of the recent academically published papers over time. Finally, our novel IMU-based system design is introduced while featuring machine learning algorithms and providing a reliable and validated solution for applications where IMUs can be taken into account.
Keywords:
: IMU Sensors , Biomedical Applications , Rehabilitation , Sports , Real-Time Monitoring , Cognitive and Behavioral Therapy
Authors
Iman Bagheri
Department of Biomedical Engineering, Imam Reza International University, Mashhad, Iran
Ali Ahmadi
Department of Civil Engineering, Iran University of Science and Technology, Tehran, Iran
Maryam Mahjoub Khorasani
Department of Psychology, University of Bojnord, Bojnord, Iran
Behnam Haddadian
Department of Computer Science, St. Mary's University, San Antonio, USA
Mahdi Bayat
Department of Physical Activity and Health Promotion, University of Rome Tor Vergata, Rome, Italy
Anahita Seberimoghadam
Department of Architectural Engineering, Toos Institute of Higher Education, Mashhad, Iran