Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 7 No 1 (2023): Januari 2023

Implementasi Filtrasi Sinyal Electrocardiogram (ECG) menggunakan metode Butterworth pada Android dengan Teknologi Edge Computing

Achmad Brahmantyo Arundaya Subianto (Fakultas Ilmu Komputer, Universitas Brawijaya)
Adhitya Bhawiyuga (Fakultas Ilmu Komputer, Universitas Brawijaya)
Dany Primanita Kartikasari (Fakultas Ilmu Komputer, Universitas Brawijaya)



Article Info

Publish Date
28 Feb 2023

Abstract

In healthcare, a check-up that is done frequently is a heart rate checkup commonly known as Electrocardiogram (ECG). Using technology, this checkup can be done remotely and easily, by using a technology concept called Internet of Things. Before analyzing ECG data, the data must go through a step called pre-processing. This step is used to reduce noise in the ECG data so it is more recognized. If this pre-processing is done in the cloud, the amount of data from many patients will burden the cloud. To solve this issue, pre-processing will be done in the Edge of the network. This way, the cloud can focus its computation powers to save and analyze ECG data. A plausible pre-processing is data filtration, with a digital filter called Infinite Impulse Response (IIR). The Edge used in this system is an Android, Android has more computational power than a sensor device in IoT. The Android role is to be a gateway, Android will receive data from a sensor device with BLE protocol, process the data, then sends the data to the Cloud. The proposed system has a data transmission delay from the gateway to the Cloud, the delay averages about 784,6 miliseconds.

Copyrights © 2023






Journal Info

Abbrev

j-ptiik

Publisher

Subject

Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering

Description

Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya merupakan jurnal keilmuan dibidang komputer yang memuat tulisan ilmiah hasil dari penelitian mahasiswa-mahasiswa Fakultas Ilmu Komputer Universitas Brawijaya. Jurnal ini diharapkan dapat mengembangkan penelitian ...