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All Journal BIOTROPIA - The Southeast Asian Journal of Tropical Biology Jurnal Tapis : Jurnal Teropong Aspirasi Politik Islam Jurnal Informatika dan Teknik Elektro Terapan jurnal niara Jurnal Pemberdayaan Masyarakat: Media Pemikiran dan Dakwah Pembangunan Infotekmesin Jurnal Elkolind : Jurnal Elektronika dan Otomasi Industri Jurnal Manajemen Perhotelan dan Pariwisata INAJEEE (Indonesian Journal of Electrical and Electronics Engineering) Jurnal Pengabdian kepada Masyarakat Nusantara Journal of Applied Smart Electrical Network and System (JASENS) YURISDIKSI : Jurnal Wacana Hukum dan Sains JOURNAL OF COMMUNITY SERVICES PUBLIC AFFAIRS jurnal administrasi politik dan sosial Jurnal 7 Samudra Politeknik Pelayaran Surabaya Jurnal Mitra Teknik Industri International Conference on Maritime Technology and Its Application Jurnal Teknologi dan Bisnis Cerdas
Adianto
Department of Biology, Bandung Insitute of Technology (ITB), Jl Ganesa No.10, 40132 Bandung, Indonesia
Agriculture, Biological Sciences & Forestry Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Mechanical Engineering Social Sciences Transportation Veterinary

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Journal : Infotekmesin

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Alat Deteksi Suara Gergaji Sebagai Indikasi Awal Terjadinya Penebangan Menggunakan Metode Convolutional Neural Network Surya Ningrum, Ana; Adianto; Indarti, Rini; Setiawan, Edy; Arfianto, Afif Zuhri; Ahmad Putra, Zindhu Maulana
Infotekmesin Vol 15 No 2 (2024): Infotekmesin, Juli 2024
Publisher : P3M Politeknik Negeri Cilacap

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35970/infotekmesin.v15i2.2304

Abstract

Illegal logging in Indonesia is no small problem, with illegal logging causing damage to forest resources in terms of quantity, quality and ecosystem. Many efforts have been taken by the Indonesian government, but it has not been effective in dealing with this problem, due to limited supervision. From this problem, a chainsaw sound detection system was designed as an early indication of logging activity. This system is equipped with four MAX4466 sound sensors using the Convolutional Neural Network method. This system also uses data processing so that the chainsaw sound can be recognized by the system specifically and can communicate remotely with the use of LoRa RFM95. Thus, the system can identify the sound of the chainsaw with a maximum distance of 50 m, the success accuracy of the CNN model created reaches 97.5%, and can be integrated with WhatsApp in realtime.
Co-Authors Abriyanto Nugroho Adianto Adianto Afianto, Semeru Agus Khumaidi AGUS PRIYANTO Ahmad Alam Ardiansyah Ahmad Hadi Aldi Febriansyah Ar Rahmah, Nur Zafira Arya Ardhan, Mohammad Ardhan Fawwaz Arfianto, Afif Zuhri Arif Budi Setiawan Arvi, Muhammad Indrastata Iftitana Aulia Rahma Annisa Ayu Tri Utami Azwar Anas Bayu Bimantara Budiyanto, Gatot Chandra Wijaya Dedi Kusuma Habibie Delfieco, Anggata Denis Juan Lim Dian Safhira Firdaus AK Didik Sukoco Dimas Pristovani Riananda Doaly, Carla O Edi Mulyadi Edy Setiawan Endrasmono, Joko Fadhel Muhammad W Farizy, Salman Al Febri Dwi Ramayanti Febri Yuliani Frans Jusuf Darwin Frans Jusuf Daywin FRINI KARINA ANDINI Geovani Meiwanda Goklas, Bonifasius Justin Abel Gosal, Marchelino Gusliana HB Halwatiah Hamdani, Rizki Handy Erwin Pier Leimena Hasim As'ari Hasin, Muhammad Khoirul Hery I Wayan Sukania Ii Munadhif Imam Sutrisno Indra Mardeni Putra indry Irwin Mirza Umami Ivan Nur Rahman lamto widodo Lilik Subiyanto Mahanani, Sumiyar Masitah, Dewi Ayu Mat Syai'in Mat Syaiin Maulana Ahmad Putra, Zindhu Mayarni Meiga Wirson Meyzi Herianto Mochamad Dhani Inwanul Farikh Mohammad Abu Jamii’in Muhammad Khoirul Hasin Mustika Kurnia Mayangsari Niko Prayoga, Yusma'el Khammi Pristovani Riananda, Dimas Putri Nur Rahayu Rachmawan, Ega Adi Riananda, Dimas Pristovani Rinanto, Noorman Rini Indarti Risky Arya Putri Rizka Azzahri Rusmana Ryan Yudha Adhitya Saryatmo, Mohammad Agung Sebayang, Albert Ericson Seno Andri Sri Mutiara Rizki Sujianto Sujianto Sujianto Sulistyo, Agung Surya Ningrum, Ana Tama, Shafa Frilla Tantri Puspita Yazid Tati S. Subahar, Tati S. Valerie, Christian Wan Dodi Ihsan Worangian, Hubert Benedict Yupi Sasmita Dewi Yusnarida Eka Nizmi YusnaridaEka Nizmi Zaili Rusli Zidny, Farhan Fawwaz Zindhu Maulana Ahmad Putra Zindhu Maulana Ahmad Putra