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Journal : Journal Information System and Computer Application

Evaluation of the Kalman Filter Algorithm for IoT-Based Air and Light Quality Optimization sudarmadji, Petrisia Widyasari; Rachmawati, Diana
MEKAR : Journal Information System and Computer Application Vol. 2 No. 1 (2026): APRIL
Publisher : PT Mekar Research and Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65475/r0r4ak67

Abstract

Health and productivity of poultry, chicken farms require an environment with ideal air and lighting conditions. The urgency of this research requires a real-time IoT system equipped with a Kalman Filter data processing algorithm to reduce sensor noise and improve reading accuracy, as manual monitoring is often inaccurate and slow. Research objectives: 1) Design an IoT system based on multi-parameter sensors (gas and light) to monitor the environmental conditions of chicken farms; 2) Implement a Kalman Filter to filter sensor data noise and produce stable and accurate readings; 3) Evaluate system performance through field tests by comparing filtered data with actual data. The outcomes achieved are proof of submission to a Sinta-accredited journal and intellectual property rights for the monitoring system developed. The implications of this research provide appropriate technological solutions for chicken farms to prevent economic losses due to suboptimal environments.
Co-Authors - Sabrina Abdul Chalim, Abdul Abdul Wakhid, Da’i Muhammad Achendri M. Kurniawan Afidati, Lulu Afifa, Ulfiana Ihda Agung Sudaryono Ahmad, Faraqna Algadavi Aulia Akhsanu Takwim, R.N. Alyosha Putra Pratama, Alyosha Putra Ananti Trisno Ambarwati Andi Kurniawan Anggi Restianti, Anggi Anis Idha Asyhariyati Ari Susanti Ariani Ariani Arif Rahman Hakim Ayu Istiana Fiat Bintang Sadinar Candra Aulia Widyasunu Cut Qanita Hidayah Deni Putra Arystianto Depri Irawati Desrina Desrina Desy Sumardiyani Dewajani, Heny Dewi Khodijah, Dewi Dewi Nurhayati Dewi Nurhayati Dhihriya, Asna Dicky Harwanto Dikamulyawati, Melldhias Fatmasari Dwi Chrisnandari, Rosita Eko Nurcahya Dewi Eko Nurcahya Dewi Eko Nurcahya Dewi Eko Nurcahyo Dewi Faik Kurohman Falah, M. Fajurul Fatchurochman, Vava Fauzi, Adnan Fransiska Fransiska Grace Marchelly Hutabarat Gradhika Chrisdiana, Gradhika Gusti Ladini Tanake Hadi Pranggono Haeruddin Haeruddin Haris Puspito Buwono Heryoso Heryoso Hidayatullah, Miftahul Husna Dewi, Farihal Hutabarat, Yohannes Intsi, Doa Eltazkia Irfin, Zakijah Ishomuddin, Muhammad Islamiyah, Dini Istiyanto Samidjan Istiyanto Samidjan Istiyanto Samidjan Istiyanto Samidjan Istiyanto Samidjan Istiyanto Samidjan Istiyanto Samidjan Istiyanto Samidjan Istiyanto Samidjan Istiyanto Samijan Iswara, Mochammad Agung Indra Janah, Riadlotul Jati Winestri Johannes Hutabarat Justin Cullen Lailiyul Qomariyah Laksono Trisnantoro Ligar Novi Ayuniar, Ligar Novi Luthfi Adhi Virnanto, Luthfi Adhi M. Yogi Riyantama Isjoni Marjuki, Moch Maulana, Hadi Syekh Mega Rahadiyani Miftakhul Huda Mistiyah Mohammad Aditya Prawira Mohammad Kosim Mone, Otnial Anderias Muhamad Agus Muhammad Ali Gunawan Mustofa, Arifin Nabilla, Cicik Berkah Noviantia, Fikrotun Tazkiyah Nugraha, Bayu Avrislistya Nur Taufiq Nurmaslakhah, Azis Panji Yusroni Anwar petrisia widyasari sudarmadji, petrisia widyasari Pinandoyo Pinandoyo Pramana Yoga Saputra Pratama, Arsy Latif Puput Pujianti Puri Handayani Putri Farah Kandida Putut Har Riyadi Reza Maulana Ricky Septian Rini, Endah Setyo Ristiawan Agung Nugroho Rizki Andika Putri Rochani Rochani Romdhonah, Noviyatul Rosa Amalia Rucita Ramadhana Safila, Ardian Yega Sagita, Fadil Samidjan, Istiyanto Sansistya Dita Novian Sarjito - Seda, Fransiskus Setiyani, Ana Rikha Seto Windarto Siswandoko, Ricky Dwi Siti Maryam Siti Zulaeha, Siti Sri Hastuti Sri Rulianah, Sri Subandiyono Subandiyono Suminto Suminto Suminto, - - Sutrisno Anggoro Suyono Suyono Thimotius Jasman, Thimotius Tita Elfitasari Titik Susilowati Totok Yudhiyanto Tri Ananda Tri Mulyadi Tristiana Yuniarti Tristiana Yuniarti Tristiana Yuniarti Ulla Delfana Rosiani Umam, M. Khoirul Vivi Endar Herawati Wahyu Nurhayati, Wahyu Wahyu Prasetyo Wibowo Wardhani, Ishana Sanjaya wee, Kok leong Wiguna, Ghani Bagas Windarto, Seto Wulandhari, Pramenthari Sisti Yulyanah, - - Yuwono Yuwono