Big Data Analytics for Emergency Communication Networks: A Survey

Junbo Wang; Yilang Wu; Neil Yen; Song Guo; Zixue Cheng

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Big Data Analytics for Emergency Communication Networks: A Survey

机译：应急通信网络的大数据分析：一项调查

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Disaster management is a crucial and urgent research issue. Emergency communication networks (ECNs) provide fundamental functions for disaster management, because communication service is generally unavailable due to large-scale damage and restrictions in communication services. Considering the features of a disaster (e.g., limited resources and dynamic changing of environment), it is always a key problem to use limited resources effectively to provide the best communication services. Big data analytics in the disaster area provides possible solutions to understand the situations happening in disaster areas, so that limited resources can be optimally deployed based on the analysis results. In this paper, we survey existing ECNs and big data analytics from both the content and the spatial points of view. From the content point of view, we survey existing data mining and analysis techniques, and further survey and analyze applications and the possibilities to enhance ECNs. From the spatial point of view, we survey and discuss the most popular methods and further discuss the possibility to enhance ECNs. Finally, we highlight the remaining challenging problems after a systematic survey and studies of the possibilities.

机译：灾难管理是一个至关重要且紧迫的研究问题。紧急通信网络（ECN）提供了灾难管理的基本功能，因为由于大规模损坏和通信服务的限制，通常无法使用通信服务。考虑到灾难的特征（例如，有限的资源和环境的动态变化），有效地使用有限的资源来提供最佳的通信服务始终是关键问题。灾区的大数据分析为了解灾区的情况提供了可能的解决方案，从而可以根据分析结果优化部署有限的资源。在本文中，我们从内容和空间角度对现有的ECN和大数据分析进行了调查。从内容的角度来看，我们调查了现有的数据挖掘和分析技术，并进一步调查和分析了应用程序以及增强ECN的可能性。从空间的角度，我们调查和讨论最流行的方法，并进一步讨论增强ECN的可能性。最后，我们通过对可能性进行系统的调查和研究后，着重指出剩下的挑战性问题。

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来源
《Communications surveys & tutorials》 |2016年第3期|1758-1778|共21页
作者
Junbo Wang; Yilang Wu; Neil Yen; Song Guo; Zixue Cheng;
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作者单位

School of Computer Science and Engineering, University of Aizu, Aizuwakamatsu, Japan;

School of Computer Science and Engineering, University of Aizu, Aizuwakamatsu, Japan;

School of Computer Science and Engineering, University of Aizu, Aizuwakamatsu, Japan;

School of Computer Science and Engineering, University of Aizu, Aizuwakamatsu, Japan;

School of Computer Science and Engineering, University of Aizu, Aizuwakamatsu, Japan;

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正文语种 eng
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关键词
Big data; Communication networks; Ad hoc networks; Routing protocols; Routing; Earthquakes; Mobile computing;

机译：大数据;通信网络;自组织网络;路由协议;路由;地震;移动计算;

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1. Securing Emergency Communications for the Next-Generation Networks: Performance Analysis of Distributed Trust Computing for Future Emergency Communications [J] . P. Asuquo, H. Cruickshank, C.P.A.Ogah Performance evaluation review . 2018,第3期

机译：保障下一代网络的紧急通信的安全：未来应急通信的分布式信任计算性能分析
2. Essential Emergency Communications Network (MEECN - Minimum Essential Emergency Communications Network) [J] . Greg Giaquinto, Richard Sterk Electronic Systems Forecast . 2009,第Juna期

机译：基本紧急通信网络（MEECN-最低基本紧急通信网络）
3. Essential Emergency Communications Network (MEECN - Minimum Essential Emergency Communications Network) [J] . Greg Giaquinto, Richard Sterk Electronic Systems Forecast . 2009,第6期

机译：基本紧急通信网络（MEECN-最低基本紧急通信网络）
4. A novel data queue management approach using analytical hierarchy process for emergency application in delay-tolerant mobile senor networks [C] . Jie Li, Qiyue Li, Jianping Wang International Conference on Advanced Computer Control . 2014

机译：一种新的数据队列管理方法，使用分析层次过程在延迟宽容的移动传感器网络中的紧急应用程序
5. Data communications within the emergency services: A mixed methods study of attempts to improve data communications systems interoperability and information sharing issues. [D] . Minnis, Charles W. 2010

机译：紧急服务中的数据通信：尝试改善数据通信系统互操作性和信息共享问题的混合方法研究。
6. Emergency Communications Based on Throughput-Aware D2D Multicasting in 5G Public Safety Networks [O] . Mengjun Yin, Wenjing Li, Lei Feng, 2020

机译：5G公共安全网络中基于吞吐量感知D2D组播的应急通信
7. Communication from the Commission to the European Parliament and the Council on trans-European data communications networks between administrations. Proposal for a Council Decision on a series of guidelines fortrans-European data communications networksbetween administrations. Proposal for a Council Decision adopting a multiannual Community programme to support the implementation of trans-European networks for theinterchange of data between administrations (IDA). COM (93) 69 final, 12 March 1993 [O] . 1993

机译：委员会与欧洲议会和理事会就主管部门之间的跨欧洲数据通信网络进行沟通。关于理事会关于一系列准则的决定的提案跨欧洲数据通信网络主管部门之间。建议理事会决定采用多年度社区计划来支持实施跨欧洲网络主管部门之间的数据交换（IDa）。 COm（93）69最后，1993年3月12日

Big Data Analytics for Emergency Communication Networks: A Survey

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