Sistem Pemetaan Sinyal Tiga Dimensi Wi-Fi Berbasis Android

Authors

  • Elviawan Riyani Septima Hardiyanto Magister Informatika, Fakultas Komunikasi dan Informatika, Universitas Muhammadiyah Surakarta https://orcid.org/0009-0006-0923-6580
  • Jihan Aulia Sashiomarda Universitas Muhammadiyah Surakarta, Surakarta, Indonesia
  • Andia Enggar Mayasari Universitas Muhammadiyah Surakarta, Surakarta, Indonesia
  • Ianatush Sholihah Universitas Muhammadiyah Surakarta, Surakarta, Indonesia
  • Yusuf Sulistyo Nugroho Universitas Muhammadiyah Surakarta, Surakarta, Indonesia

DOI:

https://doi.org/10.26905/jasiek.v7i2.15707

Keywords:

3D Wi-Fi Mapping, Affordable Smartphone, Android Application, Signal Quality, Usability

Abstract

The demand for stable Wi-Fi access continues to rise, but changes in room layouts often lead to degraded signal quality, necessitating efficient detection solutions. This research aims to develop an Android-based application for three-dimensional (3D) Wi-Fi signal mapping, leveraging smartphones as affordable devices to identify problematic areas. The software development employed the Agile methodology, with key features including 3D grid clustering, color-based visualization according to signal strength (-30 dBm to -100 dBm), and multi-SSID support. Evaluation was conducted in two stages: functional testing using the Black Box Testing method, and usability testing using the System Usability Scale (SUS) instrument. Evaluation results showed a usability score of 77.22 (categorized as "Good"), with 44.4% of users willing to recommend the application. This application proved effective for rapid mapping in various environments, particularly in multi-story buildings and for incidental events, offering advantages such as low cost, an intuitive interface, and comprehensive spatial visualization.

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References

F. B. K. Easha, R. Abbas, and M. Daley, “Campus Wi-Fi Coverage Mapping and Analysis,” no. April, Apr. 2020, doi: https://doi.org/10.48550/arXiv.2004.01561.

Y. Vaizman and H. Wang, “Optimizing Wi-Fi Channel Selection in a Dense Neighborhood,” Nov. 2022, [Online]. Available: http://arxiv.org/abs/2211.03872

Y. Vaizman and H. Wang, “MapiFi: Using Wi-Fi Signals to Map Home Devices,” Feb. 2022, [Online]. Available: http://arxiv.org/abs/2202.04473

B. Schaefermeier, G. Stumme, and T. Hanika, “Topological Indoor Mapping through WiFi Signals,” pp. 1–18, Jun. 2021, [Online]. Available: http://arxiv.org/abs/2106.09789

S. Farrell, J. McAuley, and L. Doyle, “WiFi Imaging: Generating Building Maps Uusing Passively Obtained WiFi Signal Strengths,” CEUR Workshop Proc, vol. 3097, 2021.

J. Qiao, F. Yang, J. Liu, G. Huang, W. Zhang, and M. Li, “Advancements in Indoor Precision Positioning: A Comprehensive Survey of UWB and Wi-Fi RTT Positioning Technologies,” Network, vol. 4, no. 4, pp. 545–566, Nov. 2024, doi: 10.3390/network4040027.

N. Singh, S. Choe, and R. Punmiya, “Machine Learning Based Indoor Localization Using Wi-Fi RSSI Fingerprints: An Overview,” IEEE Access, vol. 9, pp. 127150–127174, 2021, doi: 10.1109/ACCESS.2021.3111083.

B. Ferris, D. Fox, and N. Lawrence, “WiFi-SLAM using Gaussian process latent variable models,” IJCAI International Joint Conference on Artificial Intelligence, no. May, pp. 2480–2485, 2007.

A. Kargar-Barzi, E. Farahmand, N. Taheri Chatrudi, A. Mahani, and M. Shafique, “An Edge-Based WiFi Fingerprinting Indoor Localization Using Convolutional Neural Network and Convolutional Auto-Encoder,” IEEE Access, vol. 12, no. June, pp. 85050–85060, 2024, doi: 10.1109/ACCESS.2024.3412676.

W. D. Setiawan and S. Supangat, “Analisis Dan Evaluasi Penggunaan Metode Agile Scrum Dalam Perancangan Sistem Informasi Fotografi,” Jurnal Ilmiah Sistem Informasi, vol. 4, no. 1, pp. 154–173, Jun. 2024, doi: 10.46306/sm.v4i1.86.

E. Tsangaris et al., “User-centered design and agile development of a novel mobile health application and clinician dashboard to support the collection and reporting of patient-reported outcomes for breast cancer care,” BMJ Surg Interv Health Technol, vol. 4, no. 1, p. e000119, Apr. 2022, doi: 10.1136/bmjsit-2021-000119.

K. Denecke, J. Tiebel, and J. Meier, “How Does Shortage of Health IT Professionals Impact on the Digital Health Transformation?,” in Studies in Health Technology and Informatics, vol. 301, no. April 2022, 2023, pp. 6–11. doi: 10.3233/SHTI230003.

S. Gonzales et al., “User Testing with Microinteractions,” Information Technology and Libraries, vol. 40, no. 1, Mar. 2021, doi: 10.6017/ital.v40i1.12341.

Aditya Aji Pamungkas, Muhammad Rafli Krishnadanu Putra Wardana, Agung Dwi Oktavian, Dicky Febri Primadani, Dia Naufal Abiyyu Tsaqif, and Sholiq sholiq, “Pengembangan Desain Pengalaman Pengguna Sistem Monitoring Pendaki Gunung Berbasis GPS dan LoRA dengan Metode Agile Scrum,” Bridge : Jurnal publikasi Sistem Informasi dan Telekomunikasi, vol. 2, no. 3, pp. 39–53, Jun. 2024, doi: 10.62951/bridge.v2i3.97.

D. T. Haniva, J. A. Ramadhan, and A. Suharso, “Systematic Literature Review Penggunaan Metodologi Pengembangan Sistem Informasi Waterfall, Agile, dan Hybrid,” Journal of Information Engineering and Educational Technology, vol. 7, no. 1, pp. 36–42, Jun. 2023, doi: 10.26740/jieet.v7n1.p36-42.

R. Gaona Juárez et al., “Design and Implementation of an Indoor Localization System Based on RSSI in IEEE 802.11ax,” Applied Sciences, vol. 15, no. 5, p. 2620, Feb. 2025, doi: 10.3390/app15052620.

M. Rahmatuloh and M. R. Revanda, “Rancang Bangun Sistem Informasi Jasa Pengiriman Barang Pada PT. Haluan Indah Transporindo Berbasis Web,” Jurnal Teknik Informatika, vol. 14, no. 1, pp. 54–59, 2022.

Dimas Indra Andhika, M. Muharrom, Edhi Prayitno, and Juarni Siregar, “Rancang bangun sistem penerimaan dokumen pada pt. reasuransi indonesia utama,” Jurnal Informatika Dan Tekonologi Komputer (JITEK), vol. 2, no. 2, pp. 136–145, Jul. 2022, doi: 10.55606/jitek.v2i2.225.

W. Hermawansyah and E. Kusmara, “Perancangan Desain User Interface & User Experience Pada Website Epic Tour Dengan Menggunakan Metode User Centered Design (UCD),” Informatics, Science, and Technologies Journal (Jurnal GERBANG STMIK Bani Saleh), vol. 12, no. 2, pp. 48–55, 2022.

F. Dzulqarnain and T. Tukino, “Rancang Bangun Aplikasi Belajar Arab Untuk Android Menggunakan Jetpack Compose Dan Kotlin,” Computer Based Information System Journal, vol. 11, no. 1, pp. 25–35, Mar. 2023, doi: 10.33884/cbis.v11i1.6666.

“Wi-fi Signal Strength Basics,” Metageek. Accessed: Apr. 13, 2025. [Online]. Available: https://www.metageek.com/training/resources/wifi-signal-strength-basics/

F. A. Karima and A. M. Shiddiqi, “Optimization of Access Point Positioning on Wi-Fi Networks Using the K-Means Clustering Method,” IPTEK The Journal for Technology and Science, vol. 33, no. 1, p. 13, May 2022, doi: 10.12962/j20882033.v33i1.12402.

S. Nidhra, “Black Box and White Box Testing Techniques - A Literature Review,” International Journal of Embedded Systems and Applications, vol. 2, no. 2, pp. 29–50, Jun. 2012, doi: 10.5121/ijesa.2012.2204.

I. Ismail and J. Efendi, “Black-Box Testing : Analisis Kualitas Aplikasi Source Code Bank Programming,” Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi), vol. 4, no. 2, p. 1, Dec. 2020, doi: 10.35870/jtik.v5i1.148.

V. Febrian, M. R. Ramadhan, M. Faisal, and A. Saifudin, “Pengujian pada Aplikasi Penggajian Pegawai dengan menggunakan Metode Blackbox,” Jurnal Informatika Universitas Pamulang, vol. 5, no. 1, p. 61, Mar. 2020, doi: 10.32493/informatika.v5i1.4340.

G. S. Mahendra and I. K. A. Asmarajaya, “Evaluation Using Black Box Testing and System Usability Scale in the Kidung Sekar Madya Application,” Sinkron, vol. 7, no. 4, pp. 2292–2302, Oct. 2022, doi: 10.33395/sinkron.v7i4.11755.

W.-H. Cheah, N. Mat Jusoh, M. M. T. Aung, A. Ab Ghani, and H. Mohd Amin Rebuan, “Mobile Technology in Medicine: Development and Validation of an Adapted System Usability Scale (SUS) Questionnaire and Modified Technology Acceptance Model (TAM) to Evaluate User Experience and Acceptability of a Mobile Application in MRI Safety Screening,” Indian Journal of Radiology and Imaging, vol. 33, no. 01, pp. 036–045, Jan. 2023, doi: 10.1055/s-0042-1758198.

J. R. Batmetan, T. Komansilan, and J. Mamonto, “Pengukuran Usability Sistem Operasi Android Menggunakan Use Questionaire Di Universitas Negeri Manado,” Jurnal Pendidikan Teknologi Informasi, vol. 01, no. 01, pp. 1–5, 2020.

A. Pratama, A. Faroqi, and E. P. Mandyartha, “Analisis Tingkat Usability Pada Aplikasi Frostid Menggunakan System Usability Scale (SUS),” Jurnal Ilmiah Edutic : Pendidikan dan Informatika, vol. 8, no. 1, pp. 31–38, Nov. 2021, doi: 10.21107/edutic.v8i1.12195.

E. Kurniawan, N. Nofriadi, and A. Nata, “Penerapan System Usability Scale (Sus) Dalam Pengukuran Kebergunaan Website Program Studi Di Stmik Royal,” JOURNAL OF SCIENCE AND SOCIAL RESEARCH, vol. 5, no. 1, p. 43, Feb. 2022, doi: 10.54314/jssr.v5i1.817.

J. B. Brooke, “SUS: A Retrospective,” J Usability Stud, vol. 8, no. 2, pp. 29–40, 2013.

M. Thariq, A. Razak, and A. A. Rahman, “Usability and User Satisfaction Evaluation on JTMK Project Selection System by Single Blind Method using System Usability Scale and Net Promoter Score,” Borneo Engineering & Advanced Multidisciplinary International Journal, vol. 2, no. Special Issue (TECHON 2023), pp. 227–231, 2023.

M. H. M. Yasim, S. S. A. Shukri, N. Nordin, and N. W. Zulkifli, “The Usability Assessment of PRiSMA and My.Pharma-C Web Application System,” Indonesian Journal of Pharmacy, vol. 36, no. 1, pp. 178–186, Mar. 2025, doi: 10.22146/ijp.7938

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Published

2025-12-30

How to Cite

[1]
E. R. S. Hardiyanto, J. A. Sashiomarda, A. E. Mayasari, I. Sholihah, and Y. S. Nugroho, “Sistem Pemetaan Sinyal Tiga Dimensi Wi-Fi Berbasis Android”, JASIEK, vol. 7, no. 2, pp. 281–296, Dec. 2025.