A Novel Smart Aging Approach for Monitor the Lifestyle of Elderlies and Identifying Anomalies

Mohammed Shakil Malek*, Pooja Gohil, Sharnil Pandya, Anand Shivam, Kuldeep Limbachiya

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Citations (Scopus)

Abstract

For the past two decades, there is a paradigm shift in the field of automation (IoT), and it is affecting several aspects of life. “Activity Modeling” is a part of such automation, and it has several applications. One such application of “activity modeling” is in the field of distant well-being investigation and nursing. In proposed study, modeling and analysis of everyday activities of elderly persons are done by “recording of periodic behavior pattern of elderly people” on daily basis. Today, the challenge is to develop such a device that requires least human touch and provides automation in irregularity detection along with alarming arrangement in it. Presently, the investigation focuses on the diagnosis of elderly people’s day-to-day behavioral patterns by observing their daily basis routine tasks from time, context, and location point of view. For the sake of precision, numeral sensing and actuator components are installed at retirement homely places. Through literature review, an exclusive sensing blend technique has been recommended in order to record physical, social, seasonal, and well-being-related notes about humdrum activities for elderly persons. As a part of research methodology, an innovative routine-based activity-learning system is recommended that can monitor relative data annotations of countless positions at an elderly home and can aware the custodians if any case of glitch recognition happens. Observations for 20 activities have been recorded for one month in two of elderly smart homes situated in the city having sample size of more than 5000. Analysis leads to the results that legalize the precision and the proficiency of the projected structure.

Original languageEnglish
Title of host publicationEmerging Technologies for Computing, Communication and Smart Cities
Subtitle of host publicationProceedings of ETCCS 2021
EditorsPradeep Kumar Singh, Maheshkumar H. Kolekar, Sudeep Tanwar, Slawomir T. Wierzchon, Raj K. Bhatnagar
Place of PublicationSingapore
PublisherSpringer
Pages165-182
Number of pages18
Edition1st
ISBN (Electronic)9789811902840
ISBN (Print)9789811902833, 9789811902864
DOIs
Publication statusPublished - 22 Apr 2022
Externally publishedYes
Event2nd International Conference on Emerging Technologies for Computing, Communications, and Smart Cities, ETCCS 2021 - Bathinda, India
Duration: 21 Aug 202122 Aug 2021

Publication series

NameLecture Notes in Electrical Engineering
PublisherSpringer
Volume875
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference2nd International Conference on Emerging Technologies for Computing, Communications, and Smart Cities, ETCCS 2021
Country/TerritoryIndia
CityBathinda
Period21/08/2122/08/21

Cite this