DETEKSI JATUH UNTUK LANJUT USIA DENGAN MENGGUNAKAN TOTAL AKSELERASI DAN SUDUT KEMIRINGAN BERBASIS SMARTPHONE ANDROID
Physical ability of elderly person will degrade as the aging process occurs, thereby increasing the probability of falls. Falls on the elderly may have serious impact such as injury or even death if they do not get help immediately. Aid may be given more quickly if the occurrence of falls can be imm...
| Main Authors: | , |
|---|---|
| Format: | Thesis |
| Published: |
[Yogyakarta] : Universitas Gadjah Mada
2014
|
| Subjects: |
| _version_ | 1797035367102152704 |
|---|---|
| author | , Made Liandana , Dr. I Wayan Mustika, ST., M.Eng. |
| author_facet | , Made Liandana , Dr. I Wayan Mustika, ST., M.Eng. |
| author_sort | , Made Liandana |
| collection | UGM |
| description | Physical ability of elderly person will degrade as the aging process occurs, thereby
increasing the probability of falls. Falls on the elderly may have serious impact such as
injury or even death if they do not get help immediately. Aid may be given more quickly
if the occurrence of falls can be immediately detected. This paper proposes the fall
detection technique that is implemented Android smartphone. The proposed technique
computes the total acceleration and tilt angle from accelerometer sensor in smartphone.
Fall is detected based on total acceleration and sum of difference of total acceleration.
The tilt angle is used to indicate whether a forward fall, backward fall, fall to the left,
or fall to the right. In this study, we compared technique that uses the sum of difference
of total acceleration and technique without it. Both techniques have a sensitivity of 90%
and specificity of 94% in a total set of 490 movements.
Keywords : Elderly, accelerometer, total acceleration, sum of difference of total acceleration,
tilt angle, Android. |
| first_indexed | 2024-03-13T23:28:52Z |
| format | Thesis |
| id | oai:generic.eprints.org:130368 |
| institution | Universiti Gadjah Mada |
| last_indexed | 2024-03-13T23:28:52Z |
| publishDate | 2014 |
| publisher | [Yogyakarta] : Universitas Gadjah Mada |
| record_format | dspace |
| spelling | oai:generic.eprints.org:1303682016-03-04T08:01:46Z https://repository.ugm.ac.id/130368/ DETEKSI JATUH UNTUK LANJUT USIA DENGAN MENGGUNAKAN TOTAL AKSELERASI DAN SUDUT KEMIRINGAN BERBASIS SMARTPHONE ANDROID , Made Liandana , Dr. I Wayan Mustika, ST., M.Eng. ETD Physical ability of elderly person will degrade as the aging process occurs, thereby increasing the probability of falls. Falls on the elderly may have serious impact such as injury or even death if they do not get help immediately. Aid may be given more quickly if the occurrence of falls can be immediately detected. This paper proposes the fall detection technique that is implemented Android smartphone. The proposed technique computes the total acceleration and tilt angle from accelerometer sensor in smartphone. Fall is detected based on total acceleration and sum of difference of total acceleration. The tilt angle is used to indicate whether a forward fall, backward fall, fall to the left, or fall to the right. In this study, we compared technique that uses the sum of difference of total acceleration and technique without it. Both techniques have a sensitivity of 90% and specificity of 94% in a total set of 490 movements. Keywords : Elderly, accelerometer, total acceleration, sum of difference of total acceleration, tilt angle, Android. [Yogyakarta] : Universitas Gadjah Mada 2014 Thesis NonPeerReviewed , Made Liandana and , Dr. I Wayan Mustika, ST., M.Eng. (2014) DETEKSI JATUH UNTUK LANJUT USIA DENGAN MENGGUNAKAN TOTAL AKSELERASI DAN SUDUT KEMIRINGAN BERBASIS SMARTPHONE ANDROID. UNSPECIFIED thesis, UNSPECIFIED. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=70789 |
| spellingShingle | ETD , Made Liandana , Dr. I Wayan Mustika, ST., M.Eng. DETEKSI JATUH UNTUK LANJUT USIA DENGAN MENGGUNAKAN TOTAL AKSELERASI DAN SUDUT KEMIRINGAN BERBASIS SMARTPHONE ANDROID |
| title | DETEKSI JATUH UNTUK LANJUT USIA DENGAN MENGGUNAKAN TOTAL AKSELERASI DAN SUDUT KEMIRINGAN BERBASIS SMARTPHONE ANDROID |
| title_full | DETEKSI JATUH UNTUK LANJUT USIA DENGAN MENGGUNAKAN TOTAL AKSELERASI DAN SUDUT KEMIRINGAN BERBASIS SMARTPHONE ANDROID |
| title_fullStr | DETEKSI JATUH UNTUK LANJUT USIA DENGAN MENGGUNAKAN TOTAL AKSELERASI DAN SUDUT KEMIRINGAN BERBASIS SMARTPHONE ANDROID |
| title_full_unstemmed | DETEKSI JATUH UNTUK LANJUT USIA DENGAN MENGGUNAKAN TOTAL AKSELERASI DAN SUDUT KEMIRINGAN BERBASIS SMARTPHONE ANDROID |
| title_short | DETEKSI JATUH UNTUK LANJUT USIA DENGAN MENGGUNAKAN TOTAL AKSELERASI DAN SUDUT KEMIRINGAN BERBASIS SMARTPHONE ANDROID |
| title_sort | deteksi jatuh untuk lanjut usia dengan menggunakan total akselerasi dan sudut kemiringan berbasis smartphone android |
| topic | ETD |
| work_keys_str_mv | AT madeliandana deteksijatuhuntuklanjutusiadenganmenggunakantotalakselerasidansudutkemiringanberbasissmartphoneandroid AT driwayanmustikastmeng deteksijatuhuntuklanjutusiadenganmenggunakantotalakselerasidansudutkemiringanberbasissmartphoneandroid |