Elderly monitoring tag

This project described an implementation of the elderly monitoring tag system. It is implemented on sensor tag CC2650 by Texas Instrument and featured fall detection and step detection algorithm with the purpose of sending a warning if a medical hazard is detected while reducing power consumption by...

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Main Author: Lie, Thomas Alison
Other Authors: Oh Hong Lye
Format: Final Year Project
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/10356/77050
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-770502023-03-03T20:51:20Z Elderly monitoring tag Lie, Thomas Alison Oh Hong Lye School of Computer Science and Engineering DRNTU::Engineering::Computer science and engineering This project described an implementation of the elderly monitoring tag system. It is implemented on sensor tag CC2650 by Texas Instrument and featured fall detection and step detection algorithm with the purpose of sending a warning if a medical hazard is detected while reducing power consumption by minimizing Radio Frequency communication. Additional algorithms are also implemented to further enhance the system such as single point calibration for temperature detection, signal strength detection which will regulate the connection between the Sensor Tag devices and the listening servers, and average activity level functionality which keeps track of how active a person compared to his/her peers. The data was collected from the sensor tag by using raspberry pi, which acts as the listening servers and processes the data sent by Sensor Tag devices. The algorithms were found to be working within the objective requirement. All simulated falls were detected with approximately 20 times reduced power consumption. Various results were obtained for simulated steps with an error of ±1 for 5 steps and ±2 for 20 steps. However, rare occurrences of 1 or 2 additional steps resulting in 23 or 24 steps were observed. Bachelor of Engineering (Computer Engineering) 2019-05-05T12:33:31Z 2019-05-05T12:33:31Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/77050 en Nanyang Technological University 57 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering
spellingShingle DRNTU::Engineering::Computer science and engineering
Lie, Thomas Alison
Elderly monitoring tag
description This project described an implementation of the elderly monitoring tag system. It is implemented on sensor tag CC2650 by Texas Instrument and featured fall detection and step detection algorithm with the purpose of sending a warning if a medical hazard is detected while reducing power consumption by minimizing Radio Frequency communication. Additional algorithms are also implemented to further enhance the system such as single point calibration for temperature detection, signal strength detection which will regulate the connection between the Sensor Tag devices and the listening servers, and average activity level functionality which keeps track of how active a person compared to his/her peers. The data was collected from the sensor tag by using raspberry pi, which acts as the listening servers and processes the data sent by Sensor Tag devices. The algorithms were found to be working within the objective requirement. All simulated falls were detected with approximately 20 times reduced power consumption. Various results were obtained for simulated steps with an error of ±1 for 5 steps and ±2 for 20 steps. However, rare occurrences of 1 or 2 additional steps resulting in 23 or 24 steps were observed.
author2 Oh Hong Lye
author_facet Oh Hong Lye
Lie, Thomas Alison
format Final Year Project
author Lie, Thomas Alison
author_sort Lie, Thomas Alison
title Elderly monitoring tag
title_short Elderly monitoring tag
title_full Elderly monitoring tag
title_fullStr Elderly monitoring tag
title_full_unstemmed Elderly monitoring tag
title_sort elderly monitoring tag
publishDate 2019
url http://hdl.handle.net/10356/77050
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