Open access Jurnal SINTA 1
Adaptive multi-radio quality of service model using neural network approach for robust wireless sensor network transmission in multipath fading environment
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 15 No. 4 (2025)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2025-08-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
Wireless sensor network loss in wireless data transmission is one of the problems that needs attention. Interference, fading, congestion, and delay are some factors that cause loss in wireless data transmission. This paper used an adaptive multi-radio model to enhance the wireless data transmission to be more robust to disturbance in a multipath fading environment. A neural network approach was used to generate the adaptive model. If we use 433 MHz as our carrier frequency with 250 kHz bandwidth and 12 spreading factors, we can get signal noise ratio (SNR) for 20 meters at about -9.8 dB. Thus, we can use the adaptive model to enhance the WSN wireless data transmission's SNR to 9 dB, automatically changing the radio configuration to 797.1 MHz frequency, with 378.1 bandwidth and 7.111 for spreading factor. Based on the result, the wireless data transmission link has been successfully enhanced using the proposed adaptive model for wireless sensor networks (WSN) in a multipath fading environment.
Collaboration network of the authors
36 authors · 114 co-authorship links · 48 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- University of Technology Malaysia
- Mercu Buana University
- Tun Hussein Onn University of Malaysia
- Sultan Ageng Tirtayasa University
- Université Rennes 1
- Universitas 17 Agustus 1945 Jakarta
- Pakuan University
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| M. K. A. Rahim | University of Technology Malaysia | 10 |
| Farid Zubir | University of Technology Malaysia | 3 |
| Noor Asmawati Samsuri | University of Technology Malaysia | 2 |
| Mohd Fairus Mohd Yusoff | University of Technology Malaysia | 2 |
| Samsul Haimi Dahlan | Tun Hussein Onn University of Malaysia | 2 |
| Zuhairiah Zainal Abidin | Tun Hussein Onn University of Malaysia | 2 |
| Bashar A. F. Esmail | Tun Hussein Onn University of Malaysia | 2 |
| M. R. Hamid | University of Technology Malaysia | 2 |
| Raimi Dewan | University of Technology Malaysia | 2 |
| Norsaidah Muhamad Nadzir | University of Technology Malaysia | 1 |
| Amerrul Zabri | University of Technology Malaysia | 1 |
| Nurul Jannah Ramly | University of Technology Malaysia | 1 |
| Arrauzah Razak | University of Technology Malaysia | 1 |
| Noor Asniza Murad | University of Technology Malaysia | 1 |
| Ronan Sauleau | Université Rennes 1 | 1 |
| Zaharah Johari | University of Technology Malaysia | 1 |
| Mohamad Aasyraaf Mohd Shaufi | Tun Hussein Onn University of Malaysia | 1 |
| Osman Ayop | Tun Hussein Onn University of Malaysia | 1 |
| M. Safuan Zainudin | University of Technology Malaysia | 1 |
| Kamilia Kamardin | University of Technology Malaysia | 1 |
| Izni Husna Idris | University of Technology Malaysia | 1 |
| N. S. M. Yaziz | University of Technology Malaysia | 1 |
| N. S. Nadzir | University of Technology Malaysia | 1 |
| Teguh Firmansyah | Sultan Ageng Tirtayasa University | 1 |
| Supriyanto Praptodiyono | Sultan Ageng Tirtayasa University | 1 |
| Herudin Herudin | Sultan Ageng Tirtayasa University | 1 |
| Didik Aribowo | Sultan Ageng Tirtayasa University | 1 |
| Syah Alam | Universitas 17 Agustus 1945 Jakarta | 1 |
| Muchamad Yunus | Pakuan University | 1 |
| Mudrik Alaydrus | Mercu Buana University | 1 |
| Rizki Ramadhan Putra | Mercu Buana University | 1 |
| Muslim Muslim | Mercu Buana University | 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.