Open access Journal
Development of a UWB-Based Trilateration System for Multi-Mobile Node Indoor Localization
Journal of Electrical and Intelligent Systems · Vol. 1 No. 1 (2026) · pp. 18–23
- ISSN
- 3163-7663
- Published
- 2026-04-30
- Publisher
- Politeknik Elektronika Negeri Surabaya
- Language
- eng
Abstract
Accurate indoor localization is essential for navigation and coordination in multi-agent systems, particularly in environments where Global Positioning System (GPS) signals are unavailable. While ultrawideband (UWB)-based trilateration has been widely studied, most existing works focus on single-node localization and do not explicitly address scalability in terms of computational cost and processing time. This study proposes a scalable multi-mobile node localization framework based on UWB trilateration, with a key contribution in demonstrating linear computational growth with respect to the number of mobile nodes. The system employs UWB DWM1000 modules and the Symmetrical Double-Sided Two-Way Ranging (SDS-TWR) method to estimate distances between mobile nodes and anchor nodes, followed by onboard trilateration for position estimation. Experimental validation is conducted using up to four simultaneous mobile nodes within a 10×10 m indoor environment. The results show that the proposed system maintains centimeter-level accuracy, with RMSE values of 10.08 cm, 11.46 cm, 12.25 cm, and 9.13 cm for nodes 1 to 4, respectively. More importantly, the processing time increases consistently from 55 ms (one node) to 115 ms (four nodes), exhibiting an approximately constant incremental cost of 20 ms per additional node, which confirms the linear scalability of the proposed approach. These findings highlight that the proposed system not only achieves reliable localization accuracy but also ensures predictable and efficient computational performance, making it suitable for real-time multi-node applications such as robot swarm coordination and collaborative autonomous systems.
Keywords
Collaboration network of the authors
38 authors · 118 co-authorship links · 7 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Politeknik Elektronika Negeri Surabaya
- Institut Teknologi Sepuluh Nopember
- University of Malaya
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Novie Ayub Windarko | Politeknik Elektronika Negeri Surabaya | 3 |
| Evi Nafiatus Sholikhah | Politeknik Elektronika Negeri Surabaya | 2 |
| Rika Rokhana | Politeknik Elektronika Negeri Surabaya | 2 |
| Wirawan Wirawan | Institut Teknologi Sepuluh Nopember | 1 |
| Gamantyo Hendrantoro | Institut Teknologi Sepuluh Nopember | 1 |
| Eko Henfri Binugroho | Politeknik Elektronika Negeri Surabaya | 1 |
| Ilham Mandala Putra | Politeknik Elektronika Negeri Surabaya | 1 |
| Hazlie Mokhlis | University of Malaya | 1 |
| Muhammad Nizar Habibi | Politeknik Elektronika Negeri Surabaya | 1 |
| Eka Prasetyono | Politeknik Elektronika Negeri Surabaya | 1 |
| Moh. Zaenal Efendi | Politeknik Elektronika Negeri Surabaya | 1 |
| Muhammad Farizky Alvianandy | Politeknik Elektronika Negeri Surabaya | 1 |
| Santi Anggraini | Affiliation unknown | 1 |
| Retno Sukmaningrum | Affiliation unknown | 1 |
| Paulus Susetyo Wardana | Affiliation unknown | 1 |
| Agrippina Waya Rahmaning | Affiliation unknown | 1 |
| Moch. Rochmad | Affiliation unknown | 1 |
| Kemalasari Kemalasari | Affiliation unknown | 1 |
| Hendhi Hermawan | Affiliation unknown | 1 |
| Zainal Arief | Affiliation unknown | 1 |
| Alwansyah Muhammad Mahardhika Endrawan | Affiliation unknown | 1 |
| Ali Husein Alasiry | Affiliation unknown | 1 |
| Era Purwanto | Politeknik Elektronika Negeri Surabaya | 1 |
| Abdillah Aziz Muntashir | Affiliation unknown | 1 |
| Hanif Hasyier FAkhruddin | Affiliation unknown | 1 |
| Raden Akbar Nur Apriyanto | Affiliation unknown | 1 |
| Niam Tamami | Affiliation unknown | 1 |
| Rizqi Fauzil Azhar | Affiliation unknown | 1 |
| Ahmad Zainudin | Affiliation unknown | 1 |
| Bagas Mardiasyah Prakoso | Affiliation unknown | 1 |
| Bima Sena Bayu Dewantara | Politeknik Elektronika Negeri Surabaya | 1 |
| Bagus Nugraha Deby Ariyadi | Affiliation unknown | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.