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Early Detection of Dementia by Observing Change in the Driving Pattern of a Person using Smart Phone Sensors and DTW Algorithm

by V. Subedha, T. Kalaichelvi, S. Hemalatha, J. Mithilaesh
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 150 - Number 11
Year of Publication: 2016
Authors: V. Subedha, T. Kalaichelvi, S. Hemalatha, J. Mithilaesh
10.5120/ijca2016911636

V. Subedha, T. Kalaichelvi, S. Hemalatha, J. Mithilaesh . Early Detection of Dementia by Observing Change in the Driving Pattern of a Person using Smart Phone Sensors and DTW Algorithm. International Journal of Computer Applications. 150, 11 ( Sep 2016), 23-26. DOI=10.5120/ijca2016911636

@article{ 10.5120/ijca2016911636,
author = { V. Subedha, T. Kalaichelvi, S. Hemalatha, J. Mithilaesh },
title = { Early Detection of Dementia by Observing Change in the Driving Pattern of a Person using Smart Phone Sensors and DTW Algorithm },
journal = { International Journal of Computer Applications },
issue_date = { Sep 2016 },
volume = { 150 },
number = { 11 },
month = { Sep },
year = { 2016 },
issn = { 0975-8887 },
pages = { 23-26 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume150/number11/26138-2016911636/ },
doi = { 10.5120/ijca2016911636 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:55:52.958174+05:30
%A V. Subedha
%A T. Kalaichelvi
%A S. Hemalatha
%A J. Mithilaesh
%T Early Detection of Dementia by Observing Change in the Driving Pattern of a Person using Smart Phone Sensors and DTW Algorithm
%J International Journal of Computer Applications
%@ 0975-8887
%V 150
%N 11
%P 23-26
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The word dementia describes a set of symptoms that could contain recollection defeat and difficulties alongside thinking, problem-solving or language. Dementia is provoked after the mind is broken by illnesses, such as Alzheimer's illness or a sequence of strokes. There are hundreds of requests obtainable to aid those recognized alongside dementia. But there are no apps or multimedia that can intimate a person whether he is possessing dementia or not. In established methods, a scope of examinations and diagnostic procedures are given to recognize dementia. These examinations for dementia are generally examinations of mental skills, blood examinations and mind scans. In this paper a novel method for noticing dementia is counseled by discerning recurrent adjustments in the steering outline of a person employing smartphone sensors and DTW algorithm, counseling possessing medication in advance beforehand the condition can become inferior in case the person is discovered to have dementia.

References
  1. Singh, P., Juneja, N., Kapoor, S.: Using mobile phone sensors to detect driving behavior. In: Proceedings of the 3rd ACM Symposium on Computing for Development, ACM (2013).
  2. Fazeen, M., Gozick, B., Dantu, R., Bhukhiya, M., Gonzalez, M.C.: Safe Driving Using Mobile Phones. In: IEEE Transactions on Intelligent Transportation Systems (2012).
  3. Chigurupa, S., Polavarap, S., Kancherla,Y., Nikhath, K.A.:Integrated Computing System for measuring Driver Safety Index. In: International Journal of Emerging Technology and Advanced Engineering, ISSN 2250-2459, Volume 2 (2012).
  4. Johnson, D.A., Trivedi, M.M.:Driving Style Recognition using a smartphone as a sensor platform. In: IEEE 14th International Conference on Intelligent Transportation system, October (2011).
Index Terms

Computer Science
Information Sciences

Keywords

Dementia Alzheimer’s DTW (Dynamic Time warping) accelerometer magnetometer gyroscope SMA (simple moving average).

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