6 papers
Investigating the Suitability of Delay Tolerant Networks for Broadcasting Tsunami Warnings in Palu, Indonesia
Adam Graham, Milena Radenkovic
On the 28th of September, 2018, a tsunami hit the city of Palu in Indonesia, killing 4,340 people. The earthquake preceding the tsunami crippled communication lines and may have re…
A-FC: An Activity-Based Delay Tolerant Routing Protocol for Improving Future School Campus Emergency Communications
Chengjun Jiang, Milena Radenkovic
School Campus emergency communication systems are vital for safeguarding student safety during sudden disasters such as typhoons, which frequently cause widespread paralysis of com…
Multi-Layer Perceptron-Based Relay Node Selection for Next-Generation Intelligent Delay-Tolerant Networks
Zhekun Huang, Milena Radenkovic
Delay Tolerant Networks (DTNs) are critical for emergency communication in highly dynamic and challenging scenarios characterized by intermittent connectivity, frequent disruptions…
EfficientNet-Based Multi-Class Detection of Real, Deepfake, and Plastic Surgery Faces
Li Kun, Milena Radenkovic
Currently, deep learning has been utilised to tackle several difficulties in our everyday lives. It not only exhibits progress in computer vision but also constitutes the foundatio…
ML-MaxProp: Bridging Machine Learning and Delay-Tolerant Routing for Resilient Post-Disaster Communication
Tao Xiuyuan, Milena Radenkovic
In disaster-stricken and large-scale urban emergency scenarios, ensuring reliable communication remains a formidable challenge, as collapsed infrastructure, unpredictable mobility,…
Improving Resiliency of Vital Services in Flood-Affected Regions of Bangladesh Using Next-Generation Opportunistic DTN Edge Ad Hoc Networks
Md Main Uddin Hasan, Milena Radenkovic
Opportunistic routing architectures offer a resilient communication paradigm in environments where conventional networks fail due to disrupted infrastructure, dynamic node mobility…