Adaptive task migration strategy with delay risk control and reinforcement learning for emergency monitoring
Author:
Funder
Natural Science Foundation of Fujian Province
Putian Science and Technology Bureau
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Link
https://www.nature.com/articles/s41598-024-67886-x.pdf
Reference36 articles.
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2. Lin, N., Liu, Y., Zhao, L., Wu, D. O. & Wang, Y. An adaptive UAV deployment scheme for emergency networking. IEEE Trans. Wirel. Commun. 21, 2383–2398. https://doi.org/10.1109/TWC.2021.3111991 (2021).
3. Román, A. et al. Unmanned aerial vehicles (UAVs) as a tool for hazard assessment: The 2021 eruption of Cumbre Vieja volcano, la Palma island (Spain). Sci. Total Environ. 843, 157092. https://doi.org/10.1016/j.scitotenv.2022.157092 (2022).
4. Coutinho, R. W. & Boukerche, A. UAV-mounted cloudlet systems for emergency response in industrial areas. IEEE Trans. Ind. Inf. 18, 8007–8016. https://doi.org/10.1109/TII.2022.3174113 (2022).
5. Zhang, Y. et al. Hierarchical deep reinforcement learning for backscattering data collection with multiple UAVs. IEEE Internet Things J. 8, 3786–3800. https://doi.org/10.1109/JIOT.2020.3024666 (2020).
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