Title :
A measurement device for motion analysis of patients with Parkinson´s disease using sensor based smart clothes
Author :
Niazmand, K. ; Tonn, K. ; Kalaras, A. ; Kammermeier, S. ; Boetzel, K. ; Mehrkens, J.H. ; Lueth, T.C.
Author_Institution :
Dept. Micro Technol. & Med. Device Technol., Tech. Univ. Muenchen Garching, Garching, Germany
Abstract :
Physical examination, interviews with patients and the results of rating scales for movement disturbances are the basis for the assessment of Parkinson´s disease (PD). However, subjectivity in the assessment of the symptoms and the short period of observation are disadvantageous. This paper presents the results of a study to assess the feasibility of using accelerometer data, acquired from smart clothes, to estimate the severity of tremor in patients with PD. Algorithms were implemented to estimate the severity of rest and postural tremor of hands from accelerometer data features. The system developed consists of a pullover with eight integrated accelerometers and a computer. The newly developed system for the detection and assessment of tremor was tested with PD patients. System-based estimates were compared with clinical scores derived via visual inspection of video recordings taken while patients performed a series of standardized motor tasks. A quantifiable objective data acquisition by means of a portable wireless system could evaluate the motor disorders better.
Keywords :
accelerometers; data acquisition; diseases; sensors; Parkinson disease; Parkinson disease assessment; accelerometer data features; data acquisition; hand postural tremor severity; hand rest severity; measurement device; motor disorders; movement disturbances; patient interview; patient motion analysis; physical examination; portable wireless system; rating scale result; sensor based smart clothes; video recording visual inspection; Acceleration; Accelerometers; Electromyography; Frequency measurement; Noise; Parkinson´s disease; Parkinson´s disease (PD); acceleration sensors; smart clothes; tremor;
Conference_Titel :
Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2011 5th International Conference on
Conference_Location :
Dublin
Print_ISBN :
978-1-61284-767-2