Title :
Photoplethysmography technology and its feature visualization for cognitive stimulation assessment
Author :
Pham, Tuan D. ; Oyama-Higa, Mayumi
Author_Institution :
Res. Center for Adv. Inf. Sci. & Technol., Univ. of Aizu, Aizu-Wakamatsu, Japan
Abstract :
Therapeutic communication is recognized as an alternative cognitive stimulation for people with mental disorders. It is important to measure the effectiveness of such therapeutic treatments. In this paper, we present the use of photoplethysmography (PPG) technology to synchronize communication signals between the care-giver and people with dementia. To gain insights into the communication effect, the largest Lyapunov exponents are extracted from the PPG signals, which are then analyzed by multidimensional scaling to visualize the signal similarity/dissimilarity between the care-giver and participants. Experimental results show that the proposed approach is promising as a useful tool for visual assessment of the influence of the therapy over participants.
Keywords :
cognition; data visualisation; feature extraction; medical disorders; medical signal processing; patient care; patient treatment; photoplethysmography; PPG signals; alternative cognitive stimulation; care-giver; cognitive stimulation assessment; communication effect; communication signals; dementia; feature visualization; largest Lyapunov exponents; mental disorders; multidimensional scaling; photoplethysmography technology; signal dissimilarity; signal similarity; therapeutic communication; therapeutic treatments; visual assessment; Data visualization; Dementia; Feature extraction; Mathematical model; Senior citizens; Synchronization; Data visualization; Largest Lyapunov exponent; Mental health; Multidimensional scaling; Photoplethysmography; Synchronized signal processing;
Conference_Titel :
Industrial Technology (ICIT), 2015 IEEE International Conference on
Conference_Location :
Seville
DOI :
10.1109/ICIT.2015.7125348