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All Journal Briliant: Jurnal Riset dan Konseptual JURNAL PENDIDIKAN TAMBUSAI JE-Unisla Journal of Robotics and Control (JRC) Indonesian Journal of Engineering and Technology (INAJET) Jurnal Bumigora Information Technology (BITe) INAJEEE (Indonesian Journal of Electrical and Electronics Engineering) Journal Zetroem Journal of Electrical Engineering and Computer (JEECOM) JURPIKAT (Jurnal Pengabdian Kepada Masyarakat) JASEE Journal of Application and Science on Electrical Engineering Jurnal Ilmiah Wahana Pendidikan Jurnal Teknik Elektro (JTE) PROFICIO: Jurnal Pengabdian Masyarakat Abimanyu: Journal of Community Engagement East Asian Journal of Multidisciplinary Research (EAJMR) Engineering Science Letter Jurnal Pendidikan Teknik Elektro Indonesian Journal of Multidisciplinary on Social and Technology Educational Journal
Farid Baskoro
Universitas Negeri Surabaya
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Journal : engineering science letter

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Trade-Off Analysis of Moving Average Filter in Light Sensors Nova Ariyanto; Farid Baskoro; Rifki Firmansyah; Lilik Anifah; Tri Wrahatnolo; Dimas Arya Soeadyfa Fridyatama
Engineering Science Letter Vol. 5 No. 02 (2026): In Press - Engineering Science Letter
Publisher : The Indonesian Institute of Science and Technology Research

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56741/IISTR.esl.002255

Abstract

Light intensity measurements based on sensors often experience signal quality degradation due to noise interference. Although filtering methods are commonly used to reduce noise, improvements in signal stability are frequently accompanied by changes in dynamic response, resulting in a trade-off between accuracy and response speed that has not been extensively analyzed. This study aims to quantitatively evaluate the effect of Moving Average Filter (MAF) parameters on this trade-off in light sensor systems. The proposed method employs a first-order system simulation with a step input signal contaminated by White Gaussian Noise, which is subsequently processed using the MAF with various window sizes ( = 3, 5, 10, 20, and 40). The evaluation is conducted using Root Mean Square Error (RMSE) and rise time as indicators of estimation accuracy and response speed, respectively. The results demonstrate that increasing the window size significantly reduces the RMSE, decreasing from 0.0156 to 0.0072 under step-up conditions and from 0.0132 to 0.0066 under step-down conditions. Optimal performance is observed within the range of  = 10–20. However, this improvement in accuracy is accompanied by an increase in rise time, from 0.1027 s to 0.1175 s for step-up conditions and from 0.1036 s to 0.1191 s for step-down conditions, indicating a slower dynamic response. These findings confirm the existence of a trade-off between signal accuracy and response speed. Therefore, this study provides a quantitative basis for determining optimal filter parameters by considering the balance between measurement accuracy and system responsiveness in light intensity sensing applications.
Co-Authors A. Samrul Ilmun Nafik A.A. Ketut Agung Cahyawan W Abdillah , Moch. Zakariyah Achmad . Khoirudin Achmad Fahrur Rozi Achmad Imam Agung Aditya Chandra Hermawan Agus Wiyono Ahmad . Nizar Akbar Sena Wijaya Alam Sulthonie Habibie Ali Nur Fathoni Andi Muhammad Febrian Ramadhan Gazali Andika Dwi Wibowo Andy Muhammad Hanani Arfiyan Wildan Habibi Arif . Widodo Arif Widodo Arif Widodo aristyawan Nurdiansyah Aristyawan Putra Aristyawan Putra Nurdiansyah Aristyawan Putra Nurdiansyah Aruna Karunika Rindra Ary . Prastyawan Asto, I Gusti Putu Aziz, Januar Abdul Bagus Rio Rynaldo Bambang Suprianto . Beet, Anja Alfa Berliana Rahma Salsabila Buditjahyanto, I Gusti Putu Asto Desi Arista Ratnasari Dewangga Yudhistira Dicky . Kurniawan Dimas Arya S.F Dimas Arya Soeadyfa Fridyatama Dimas Kusuma Putra Dluha, Moch. Fajrud Ekohariadi Ekohariadi Ekohariadi . Endryansyah . . Endryansyah . . Endryansyah Endryansyah Eppy . Yundra Eppy Yundra Fahmi . Alamsyah Falihul Fajri Al Faruq Fandik Agung Kurniawan Faris Dawwas fatihin, mohammad meizaki Fendi . Achmad Fendi Achmad Fijayanto, Ricky Fiqih Yerdian Alamsyah Fitria Nisa Andari Fransisca, Yulia Fridyatama, Dimas Arya Soeadyfa Habib Wildan Fahruri Hanif Wigung Nugroho Hapsari Peni Agustin Tjahyaningtijas I Gusti Putu Asto I Gusti Putu Asto Buditjahjanto Ibnu . Azhari Ibrohim Ibrohim ibrohim . Ismet Basuki Ita Mubarokah Jepri . Iswantoro Kanda Dias Nurmahandy Khafid Ageng Prayoga Khusnul Khotimah Kiki Dwi Wijayanti Lilik Anifah Lilik Anifah Lusia Rakhmawati Lutfiyah Hidayati Mahendra Widyartono Miftahur Rohman Mochamad Jauhar Nur Ainul Sirojuddin Mochammad Rizqi Aditya Moh Aprilianto Nafian Mohamad . Bahtiar Mohammad Meizaki Fatihin Mohammad Meizaki Fatihin Mohammad Rosyid Kamil Muhamad Syariffuddien Zuhrie Muhamad Syariffuddien Zuhrie Muhammad Ilham Taufiqi Muhammad Syariffuddien Zuhrie Muhammad Syariffuddien Zuhrie, Muhammad Syariffuddien Muhammad Syariffudien Zuhrie MUHAMMAD THORIQ Muhammad Ulumul Khasan Muhammad Wildan Nur Karim Muhammad Yusril Muqorrobin Mulya Adi Prasetiya Mumtazusysyifa Maimunah Munoto Munoto Naufal Tri Wibowo Nofiatul . Khasanah Nova Ariyanto Nugroho, Stefanus Adhie Nur . Kholis Nur Kholis Nur Kholis Nur Kholis Nurdiansyah, Aristyawan Nurdiansyah, Aristyawan Putra Nurdiansyah, Arityawan Putra Nurhayati . Nurhayati Nurhayati Nurhayati Nurhayati Nurhayati, . . Nurul Arrijal Fahmi Parama Diptya Widayaka Permata Dewata, Aqsal Renaldi Pradypta, Afrianzah PRASETYA DIMAS WARDHANA Prasetyo, Ilham Andhy Pratama, Handyesa Dika Prayuda Ari Guntoro Puput Wanarti Rusimamto Puput Wanarti Rusimamto Puput Wanarti Rusimamto Puspanto, Difa Andrian PUTRA NURDIANSYAH, ARISTYAWAN Putra, Aristyawan Rachmanda Aisah Putri Rachmat Agus Kurdyanto Raden Mohamad Herdian Bhakti Rahmadian, Reza Ramadhan Firdiyanto Firdaus Riansyah Aras Tanjung Ribhi Atma Ivory Rifki Firmansyah Rifqi Firmansyah Rina Harimurti Rizki Zella Novita Sari Rizky . Susanto Rochman, Miftahur RR. Ella Evrita Hestiandari Rynaldo, Bagus Rio Satria, Farid Satria Septia Wahyuni Surya Ningsih Septian Eko Nugroho Soeparno Soeparno sri dwiyanti Subuh Isnur Haryudo SULISTIYO, EDY Suparji Suparji Taufiq Ismail Tri Rijanto Tri Rijanto Tri Rijianto Tri Wrahatnolo Unit Three Kartini Wahyu Tri Handoko Waty, Merlyn Royeni Wibawa, Ryo Chandra Aldi widi . aribowo widi . ariwibowo widi Ari bowo Widi Aribowo widi aribowo Wiwik Handayani Wiyli Yustanti YUNI YAMASARI Yunus Alam Suryatna Zaky Barriqurrizqy Aslam Zuhrie, M. Syariffuddien