Big data and emergency management: concepts, methodologies, and applications

X Song, H Zhang, R Akerkar, H Huang… - … Transactions on Big …, 2020 - ieeexplore.ieee.org
Recent decades have seen a significant increase in the frequency, intensity, and impact of
natural disasters and other emergencies, forcing the governments around the world to make …

Wireless access control in edge-aided disaster response: A deep reinforcement learning-based approach

H Zhou, X Wang, M Umehira, X Chen, C Wu… - IEEE Access, 2021 - ieeexplore.ieee.org
The communication infrastructure is most likely to be damaged after a major disaster
occurred, which would lead to further chaos in the disaster stricken area. Modern rescue …

Intelligent post-disaster networking by exploiting crowd big data

X Wang, F Jiang, L Zhong, Y Ji, S Yamada… - IEEE …, 2020 - ieeexplore.ieee.org
A major disaster would damage the communication infrastructure severely, resulting in
further chaos and loss in the disaster stricken area. Rapid restoration of wireless/mobile …

Node placement for connected target coverage in wireless sensor networks with dynamic sinks

P Le Nguyen, NT Hanh, NT Khuong, HTT Binh… - Pervasive and Mobile …, 2019 - Elsevier
Target coverage and connectivity are two fundamental and critical issues in wireless sensor
networks. The former is for providing sufficient monitoring quality where all points of interest …

Fundamentals of communication networks resilience to disasters and massive disruptions

J Rak, D Hutchison, J Tapolcai, R Bruzgiene… - Guide to disaster …, 2020 - Springer
Communication networks are exposed to a variety of massive failure events following from
activities of nature, weather-induced disruptions, technology-implied problems, and …

Algorithm design and analysis for wireless relay network deployment problem

X Gao, J Lu, H Wang, F Wu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Wireless relay network has been widely used in many applications to improve the wireless
service. In this paper, we aim to maximize users' satisfaction by deploying limited number of …

[PDF][PDF] Wireless Access Control in Edge-Aided Disaster Response: A Deep Reinforcement Learning-based Approach

Y JI - scholar.archive.org
The communication infrastructure is most likely to be damaged after a major disaster
occurred, which would lead to further chaos in the disaster stricken area. Modern rescue …

Big Data and Emergency Management: Concepts, Methodologies, and Applications

H Purohit, A Skupin, A Pottathil, A Culotta - 2020 - openreview.net
Recent decades have seen a significant increase in the frequency, intensity, and impact of
natural disasters and other emergencies, forcing the governments around the world to make …