Low Cost Inertial Sensors for the Motion Tracking and Orientation Estimation of Human Upper Limbs in Neurological Rehabilitation

التفاصيل البيبلوغرافية
العنوان: Low Cost Inertial Sensors for the Motion Tracking and Orientation Estimation of Human Upper Limbs in Neurological Rehabilitation
المؤلفون: Mohamed Sakel, Malcolm Phillips, Yong Yan, Lu Bai, Matthew G. Pepper
المصدر: IEEE Access, Vol 8, Pp 54254-54268 (2020)
بيانات النشر: Institute of Electrical and Electronics Engineers (IEEE), 2020.
سنة النشر: 2020
مصطلحات موضوعية: 3D motion tracking, General Computer Science, Computer science, 02 engineering and technology, Kinematics, kinematic model, TA116, 01 natural sciences, Match moving, Inertial tracking, Inertial measurement unit, 0202 electrical engineering, electronic engineering, information engineering, medicine, General Materials Science, Computer vision, Neurorehabilitation, low cost inertial sensors, Orientation (computer vision), business.industry, 010401 analytical chemistry, upper limb motion, General Engineering, 020206 networking & telecommunications, R858, 0104 chemical sciences, medicine.anatomical_structure, Upper limb, lcsh:Electrical engineering. Electronics. Nuclear engineering, Artificial intelligence, business, lcsh:TK1-9971
الوصف: This paper presents the feasibility of utilizing low cost inertial sensors such as those found in Sony Move, Nintendo Wii (Wii Remote with Wii MotionPlus) and smartphones for upper limb motion monitoring in neurorehabilitation. Kalman and complementary filters based on data fusion are used to estimate sensor 3D orientation. Furthermore, a two-segment kinematic model was developed to estimate limb segment position tracking. Performance has been compared with a high-accuracy measurement system using the Xsens MTx. The experimental results show that Sony Move, Wii and smartphones can be used for measuring upper limb orientation, while Sony Move and smartphones can also be used for specific applications of upper limb segment joint orientation and position tracking during neurorehabilitation. Sony Move's accuracy is within 1.5° for Roll and Pitch and 2.5° for Yaw and position tracking to within 0.5 cm over a 10 cm movement. This accuracy in measurement is thought to be adequate for upper limb orientation and position tracking. Low cost inertial sensors can be used for the accurate assessment/measurement of upper limb movement of patients with neurological disorders and also makes it a low cost replacement for upper limb motion measurements. The low cost inertial sensing systems were shown to be able to accurately measure upper limb joint orientation and position during neurorehabilitation.
وصف الملف: application/pdf
تدمد: 2169-3536
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::14621a4fe2fc6712638865a120d70ee8
https://doi.org/10.1109/access.2020.2981014
حقوق: OPEN
رقم الأكسشن: edsair.doi.dedup.....14621a4fe2fc6712638865a120d70ee8
قاعدة البيانات: OpenAIRE