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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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 |
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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 |
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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. |
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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 |
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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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