Comprehensive and Cognitive Approaches in Rehabilitation Design using IMUs for STEM Branch Providing Novel IMU-Based System Design via Machine Learning Algorithms

سال انتشار: 1400
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 291

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شناسه ملی سند علمی:

IEAMCONF01_027

تاریخ نمایه سازی: 3 اسفند 1400

چکیده مقاله:

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.

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نویسندگان

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