Research Article
Early Detection of Dementia by Observing Change in the Driving Pattern of a Person using Smart Phone Sensors and DTW Algorithm
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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| Volume 150 - Issue 11 |
| Published: Sep 2016 |
| Authors: V. Subedha, T. Kalaichelvi, S. Hemalatha, J. Mithilaesh |
10.5120/ijca2016911636
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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 },
year = { 2016 },
volume = { 150 },
number = { 11 },
pages = { 23-26 },
doi = { 10.5120/ijca2016911636 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2016
%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%T
%J International Journal of Computer Applications
%V 150
%N 11
%P 23-26
%R 10.5120/ijca2016911636
%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
- 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).
- Fazeen, M., Gozick, B., Dantu, R., Bhukhiya, M., Gonzalez, M.C.: Safe Driving Using Mobile Phones. In: IEEE Transactions on Intelligent Transportation Systems (2012).
- 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).
- 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).
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