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Journal : Indonesian Journal of Electrical Engineering and Computer Science

Distributed localization using normalized quad lateration in LoRa networks: application for tourist position estimation Musayyanah Musayyanah; Prima Kristalina; Yosefine Triwidyastuti; Pauladie Susanto; Mochammad Zen Samsono Hadi
Indonesian Journal of Electrical Engineering and Computer Science Vol 29, No 3: March 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v29.i3.pp1446-1455

Abstract

The tourism sector has been growing rapidly along with the decline of COVID-19. This sector should pay attention to safety and security, which is by tracking the position of tourists. In this work, we propose a tourist positioning tracking system. A node containing a microcontroller with LoRa wireless communication called unknown node (UN) is assembled as a wearable device. We use the received signal strength indicator (RSSI)-based localization technique with an additional normalization method to correct the error rate in position estimation. This method estimates the distance between the anchor node (AN) and UN to approximate the actual distance value. Three-dimensional position tracking (longitude, latitude, altitude) of five UN surrounded by four AN was performed using the quadlateration method. The estimation process was carried out by the UN whereas receiving information is transmitted from the four AN. The communication between AN and UN used a scheduling algorithm on all AN. The position estimation error of the five UNs was measured using mean square error (MSE) yields 20.73 m, 50.32 m, 32.92 m, 21.40 m, and 16.89 m respectively. The accuracy of the estimated distance obtained by the proposed normalization quadlateration method is increased up to 15.22%.
Co-Authors Abseno, Anan Pepe Achmad Fajar Shodiq Adam Fiqih Ristanto Adamson, David Ahmad Alviand Ilmi Ananta, Syahreza Andy, An Pherta Bimantoro, Mohammad Nur Budi Hari Nugroho Charisma Dimas Affandi Charisma Dimas Affandi Charisma Dimas Affandi Charisma Dimas Affandi Christianto, Edo Dwi Dwi Wahyu Saputra Ebiet van Heriyanto Ernawati, Fifin Fahmi, Mukhamad Awaludin Fandi Surya Permana Febriansyah, Rizky Alief Fifin Ernawati Fifin Ernawati Fikri Santoso Harjowinoto Galih Kusuma Wardana Giga Razki Arianda Harianto Harianto Harianto Harianto Harianto Helmy Widyantara Hendra Daniswara Heri Pratikno Hidayat, Rendi Arief I Dewa Gede Rai Mardiana Ihyaudin Ihyaudin Indra Maya Ira Puspasari Ira Puspasari Ira Puspasari Jimmy Rosandy Jusak Jusak Kristin Lebdaningrum Kusbiono Wisnu Pambudi M. Yogi Riyantama Isjoni Mahathir, Andi Muhammad Malik, Alief Nurul Mandaru, Michael Andriano Mochammad Zen Samsono Hadi Muhammad Afif Abdullah Muhammad Syakir Kautsar Musayyana Musayyanah Musayyanah Musayyanah Pradita Maulidya Efendi Praktikno, Heri Prayogo, Tangguh Susilo Prima Kristalina Rachman, Farid Nur Raga Permana, Zendi Zakaria Rendi Haris Nofianto Reza Alauddin Albanna Rizky Alief Febriansyah Rosidi, Dzikri Fahmi Siahaan, Aron Octavianus Stefanus Ardyanto Tandra, Stefanus Ardyanto Suchinda, Rahmawan Sukamto, Ika Sumiyarsi Susijanto Tri Rasmana Theodorus Visser Inulima Therzian Richard Perkasa Ulum, Mambaul Weny Indah Kusumawati Widiyanatha, Heddy Yanuhar Prabowo Yazid, Abdul Yosefine Triwidyastuti Yosefine Triwidyastuti Yosefine Triwidyastuti