DocumentCode :
1728133
Title :
Inertial-Sensor-Based Balance Analysis System for Patients with Alzheimer´s Disease
Author :
Wei-Hsin Wang ; Pau-Choo Chung ; Yu-Liang Hsu ; Ming-Chyi Pai ; Chien-Wen Lin
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
fYear :
2013
Firstpage :
128
Lastpage :
133
Abstract :
This paper presents an effective inertial-sensor-based balance analysis system for the assessment of cognitive function of neuropsychological. We used six static balance tests and the sway speed of body´s center of mass (COM) projection path in the anterior-posterior (AP) and medial-lateral (ML) were used as the balance parameters for evaluation. A linear-regression model is developed to map the balance parameters onto cognitive function assessment. The result was applied on 41 participants in experiments. Results showed that the assessment of cognitive function of neuropsychological was promising in the diagnosis of patients that might have risk of AD.
Keywords :
biomedical equipment; cognition; diseases; neurophysiology; patient diagnosis; psychology; regression analysis; wireless sensor networks; Alzheimer´s disease; anterior-posterior direction; center of mass projection path; cognitive function assessment; inertial-sensor-based balance analysis system; linear-regression model; medial-lateral direction; neuropsychology; patient diagnosis; static balance tests; Acceleration; Accelerometers; Calibration; Foot; Gyroscopes; Legged locomotion; Senior citizens; Alzheimer´s disease; balance analysis; cognitive function assessment; inertial sensor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Technologies and Applications of Artificial Intelligence (TAAI), 2013 Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4799-2528-5
Type :
conf
DOI :
10.1109/TAAI.2013.36
Filename :
6783855
Link To Document :
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