Application of the A-Star Method for Evacuation Routes Using the Long-Range Wide Area Network (LoRaWAN)
Optimal evacuation route planning is a crucial factor in disaster mitigation, especially in areas with limited communication infrastructure. This study proposes the application of the A-Star method for evacuation route optimization, supported by the Long-Range Wide Area Network (LoRaWAN) as an emer...
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| Format: | Article |
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LPPM STIKI Malang
2025-06-01
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| Series: | J-Intech (Journal of Information and Technology) |
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| Online Access: | https://jurnal.stiki.ac.id/J-INTECH/article/view/1923 |
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| author | Charles Daniel Moh Ali Romli |
| author_facet | Charles Daniel Moh Ali Romli |
| author_sort | Charles Daniel |
| collection | DOAJ |
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Optimal evacuation route planning is a crucial factor in disaster mitigation, especially in areas with limited communication infrastructure. This study proposes the application of the A-Star method for evacuation route optimization, supported by the Long-Range Wide Area Network (LoRaWAN) as an emergency communication system. The research methodology includes the development of an A-Star algorithm optimized with an adaptive heuristic function, integration with LoRaWAN-based sensors for real-time road condition monitoring, and simulations in various disaster scenarios. The results show that the developed system can reduce evacuation time by up to 31.4% compared to conventional methods and maintain communication connectivity up to 95% even under emergency conditions. Furthermore, the dynamic adaptation mechanism allows for automatic route changes based on current field conditions, enhancing the effectiveness of the evacuation process. Therefore, the integration of the A-Star method and LoRaWAN network proves to be a reliable and efficient solution for improving public safety during disasters.
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| format | Article |
| id | doaj-art-edc2fc4dd4b547b1bb551c5a1dcaf23a |
| institution | OA Journals |
| issn | 2303-1425 2580-720X |
| language | English |
| publishDate | 2025-06-01 |
| publisher | LPPM STIKI Malang |
| record_format | Article |
| series | J-Intech (Journal of Information and Technology) |
| spelling | doaj-art-edc2fc4dd4b547b1bb551c5a1dcaf23a2025-08-20T02:36:00ZengLPPM STIKI MalangJ-Intech (Journal of Information and Technology)2303-14252580-720X2025-06-01130110.32664/j-intech.v13i01.1923Application of the A-Star Method for Evacuation Routes Using the Long-Range Wide Area Network (LoRaWAN)Charles Daniel0Moh Ali Romli1University of Technology Yogyakarta, IndonesiaUniversity of Technology Yogyakarta, Indonesia Optimal evacuation route planning is a crucial factor in disaster mitigation, especially in areas with limited communication infrastructure. This study proposes the application of the A-Star method for evacuation route optimization, supported by the Long-Range Wide Area Network (LoRaWAN) as an emergency communication system. The research methodology includes the development of an A-Star algorithm optimized with an adaptive heuristic function, integration with LoRaWAN-based sensors for real-time road condition monitoring, and simulations in various disaster scenarios. The results show that the developed system can reduce evacuation time by up to 31.4% compared to conventional methods and maintain communication connectivity up to 95% even under emergency conditions. Furthermore, the dynamic adaptation mechanism allows for automatic route changes based on current field conditions, enhancing the effectiveness of the evacuation process. Therefore, the integration of the A-Star method and LoRaWAN network proves to be a reliable and efficient solution for improving public safety during disasters. https://jurnal.stiki.ac.id/J-INTECH/article/view/1923A-Star AlgorithmDisaster ManagementEvacuation RoutesLoRaWANPath Optimization |
| spellingShingle | Charles Daniel Moh Ali Romli Application of the A-Star Method for Evacuation Routes Using the Long-Range Wide Area Network (LoRaWAN) J-Intech (Journal of Information and Technology) A-Star Algorithm Disaster Management Evacuation Routes LoRaWAN Path Optimization |
| title | Application of the A-Star Method for Evacuation Routes Using the Long-Range Wide Area Network (LoRaWAN) |
| title_full | Application of the A-Star Method for Evacuation Routes Using the Long-Range Wide Area Network (LoRaWAN) |
| title_fullStr | Application of the A-Star Method for Evacuation Routes Using the Long-Range Wide Area Network (LoRaWAN) |
| title_full_unstemmed | Application of the A-Star Method for Evacuation Routes Using the Long-Range Wide Area Network (LoRaWAN) |
| title_short | Application of the A-Star Method for Evacuation Routes Using the Long-Range Wide Area Network (LoRaWAN) |
| title_sort | application of the a star method for evacuation routes using the long range wide area network lorawan |
| topic | A-Star Algorithm Disaster Management Evacuation Routes LoRaWAN Path Optimization |
| url | https://jurnal.stiki.ac.id/J-INTECH/article/view/1923 |
| work_keys_str_mv | AT charlesdaniel applicationoftheastarmethodforevacuationroutesusingthelongrangewideareanetworklorawan AT mohaliromli applicationoftheastarmethodforevacuationroutesusingthelongrangewideareanetworklorawan |