Articles

Found 1 Documents
Search
Journal : TELKOMNIKA Telecommunication, Computing, Electronics and Control

Quartz crystal microbalance based electronic nose system implemented on Field Programmable Gate Array Misbah, Misbah; Rivai, Muhammad; Kurniawan, Fredy
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 17, No 1: February 2019
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (763.145 KB) | DOI: 10.12928/telkomnika.v17i1.10133

Abstract

Nowadays, an electronic nose becomes an important tool for detecting gas. The electronic nose consists of gas sensor array combined with neural networks to recognize patterns of the sensor array. Currently, the implementation of the neural network on the electronic nose systems still use personal computer so that less flexible or not portable. This paper discusses the electronic nose system implemented in a Field Programmable Gate Array (FPGA). The sensor array consists of eight Quartz Crystal Microbalance (QCM) coated with chemical materials. The eight channel-frequency counter is used to measure the frequency change of the sensor due to the presence of gas adsorbed to the surfaces. The bipolar sigmoid activation function used in the neuron model is approximated by a second order equation. The experimental result showed that the electronic nose system could recognize all the types of gas with 92% success rate.
Co-Authors Abdul Salam Abdul Salam M, Abdul Salam Amalia, Yuniar Fikriani Amalia, Yuniar Fikriani Amrita, Putri Diana Amrita, Putri Diana An'nur, Syubhan An?nur, Syubhan Annur, Syubahn Ardiansyah, Fendi Arif, M. Nurul Arifuddin, M Arifuddin, M Arifuddin, Muhammad Arifuddin, Muhammad Arifuddin, Muhammad Ariwinarno, Hendra Astuti, Riana Dwi Cahyono, Devit Nur DENI, M Denny Irawan dessy laila kamsinah, dessy laila Dewi Dewantara, Dewi Dwikoranto Dwikoranto, Dwikoranto Eko Nugroho Eko Susilowati Ellyna Hafizah Erliana, Elfa Fahmi, Samsul Firdaus Firdaus fredy kurniawan Habibi, Muhamad Habibi, Muhamad Handayani, Bera Tri Hanifah, Nor Harto, Muhdi Hasan, Sayid Muhammad Hirani, Maya Indah Mentari, Indah Lazim N, Lazim N M. Arifuddin Jamal, M. Arifuddin Mahtari, Saiyidah Mahtari, Saiyidah Mahyuddin, Robith Syaifullah Mahyuddin, Robith Syaifullah Maimunah Maimunah Masitah Masitah Mastuang Mastuang, Mastuang Mia Audina, Mia Mohd Ali Ibrahim MUHAMMAD ARIFUDDIN JAMAL, MUHAMMAD ARIFUDDIN Muhammad Nizam Muhammad Rivai Muhammad Sahri Munir, M Jiddan Mishbahul Mustika Wati, Mustika Oktaviana, Dewinta Oktaviana, Dewinta Otang Kurniaman P. S. S, Pressa prastika, miranti diah Pratama, Wahyu Aji Pratama, Wahyu Aji Putri, Ariyanti Maulida Rahmattulah, Panji Rahmatullah, Panji Rahmawati, Nor Rahmawati, Nor Resy, Resy Ridho, Muhammad Hafiz Rif'at, M Feyzar Rizki Ramadhan Sarah Miriam, Sarah Sasmita, Fauzia Dwi Sasongko Pramono Hadi Sri Hartini Sudrajat, Ahmad Sugeng Herianto Sulaeman, Nurul F Surya Haryandi, Surya Surya, Yoedo Ageng Suryati Suryati Suyidno Suyidno Syarifah Syarifah, Syarifah Syubhan An’nur, Syubhan Syubhan Annur, Syubhan Thersia, Vita TITIN SUNARTI Wicaksono, Dandan Winarno, Hendra Ari Zainuddin Zainuddin