Development of fall detection device using accelerometer sensor

This paper presents the development of Fall Detection System in the form of a wearable device integrating an ADXL335 accelerometer as a fall detection sensor. The system means to detect fall occurrence of the wearer and able to distinguish the activity of daily livings and fall events. In this study...

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Main Authors: Muhd. Amir, Nur Izdihar, Dziyauddin, Rudzidatul Akmam, Mohamed, Norliza, A. Latiff, Liza, Ismail, Nor Syahidatul Nadiah
Format: Conference or Workshop Item
Published: 2021
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Online Access:http://eprints.utm.my/id/eprint/96102/
http://dx.doi.org/10.1109/ICSIMA50015.2021.9526289
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spelling my.utm.961022022-07-03T08:16:44Z http://eprints.utm.my/id/eprint/96102/ Development of fall detection device using accelerometer sensor Muhd. Amir, Nur Izdihar Dziyauddin, Rudzidatul Akmam Mohamed, Norliza A. Latiff, Liza Ismail, Nor Syahidatul Nadiah QA75 Electronic computers. Computer science T58.5-58.64 Information technology This paper presents the development of Fall Detection System in the form of a wearable device integrating an ADXL335 accelerometer as a fall detection sensor. The system means to detect fall occurrence of the wearer and able to distinguish the activity of daily livings and fall events. In this study, the fall detection system consists of two-part, the transmitter and receiver. Transmitter will be attached to the user's garment, then the Arduino microcontroller will process the acceleration reading from the sensor and transmit the data via wireless Zigbee networks to the receiver. The receiver which is connected to a computer will display the acceleration graph reading through the monitor. The working hardware of wearable fall detection system in this work is validated through a comparison of data acquisition with previous research, SisFall. The results obtained in this work correspond well to SisFall thus indicate the sensor reliability satisfied the benchmark. 2021-08-23 Conference or Workshop Item PeerReviewed Muhd. Amir, Nur Izdihar and Dziyauddin, Rudzidatul Akmam and Mohamed, Norliza and A. Latiff, Liza and Ismail, Nor Syahidatul Nadiah (2021) Development of fall detection device using accelerometer sensor. In: 7th IEEE International Conference on Smart Instrumentation, Measurement and Applications, ICSIMA 2021, 23 August 2021 - 25 August 2021, Virtual, Bandung. http://dx.doi.org/10.1109/ICSIMA50015.2021.9526289
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA75 Electronic computers. Computer science
T58.5-58.64 Information technology
spellingShingle QA75 Electronic computers. Computer science
T58.5-58.64 Information technology
Muhd. Amir, Nur Izdihar
Dziyauddin, Rudzidatul Akmam
Mohamed, Norliza
A. Latiff, Liza
Ismail, Nor Syahidatul Nadiah
Development of fall detection device using accelerometer sensor
description This paper presents the development of Fall Detection System in the form of a wearable device integrating an ADXL335 accelerometer as a fall detection sensor. The system means to detect fall occurrence of the wearer and able to distinguish the activity of daily livings and fall events. In this study, the fall detection system consists of two-part, the transmitter and receiver. Transmitter will be attached to the user's garment, then the Arduino microcontroller will process the acceleration reading from the sensor and transmit the data via wireless Zigbee networks to the receiver. The receiver which is connected to a computer will display the acceleration graph reading through the monitor. The working hardware of wearable fall detection system in this work is validated through a comparison of data acquisition with previous research, SisFall. The results obtained in this work correspond well to SisFall thus indicate the sensor reliability satisfied the benchmark.
format Conference or Workshop Item
author Muhd. Amir, Nur Izdihar
Dziyauddin, Rudzidatul Akmam
Mohamed, Norliza
A. Latiff, Liza
Ismail, Nor Syahidatul Nadiah
author_facet Muhd. Amir, Nur Izdihar
Dziyauddin, Rudzidatul Akmam
Mohamed, Norliza
A. Latiff, Liza
Ismail, Nor Syahidatul Nadiah
author_sort Muhd. Amir, Nur Izdihar
title Development of fall detection device using accelerometer sensor
title_short Development of fall detection device using accelerometer sensor
title_full Development of fall detection device using accelerometer sensor
title_fullStr Development of fall detection device using accelerometer sensor
title_full_unstemmed Development of fall detection device using accelerometer sensor
title_sort development of fall detection device using accelerometer sensor
publishDate 2021
url http://eprints.utm.my/id/eprint/96102/
http://dx.doi.org/10.1109/ICSIMA50015.2021.9526289
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score 13.160551