Turning Detection During Gait: Algorithm Validation and Influence of Sensor Location and Turning Characteristics in the Classification of Parkinson’s Disease

Parkinson’s disease (PD) is a common neurodegenerative disorder resulting in a range of mobility deficits affecting gait, balance and turning. In this paper, we present: (i) the development and validation of an algorithm to detect turns during gait; (ii) a method to extract turn characteristics; and...

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Bibliographic Details
Published in:	Sensors (Basel, Switzerland) Vol. 20; no. 18; p. 5377
Main Authors:	Rehman, Rana Zia Ur, Klocke, Philipp, Hryniv, Sofia, Galna, Brook, Rochester, Lynn, Del Din, Silvia, Alcock, Lisa
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI 19.09.2020 MDPI AG
Subjects:	Aged Algorithms Female Gait Analysis Gait Disorders, Neurologic - diagnosis Humans inertial measurement unit (IMU) lower body Male Middle Aged Parkinson Disease - diagnosis signal-based characteristics spatial-temporal characteristics upper body Walking wearables signal-based characteristics inertial measurement unit (IMU) lower body upper body PLS-DA spatial-temporal characteristics wearables machine learning validation
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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