An Intelligent Network Planning Algorithm for Emergency Communication with Deep Learning

DOI

10.2991/icmeit-19.2019.54How to use a DOI?

Keywords

Emergency Communication, Network Intelligent Planning, Deep Learning.

Abstract

With the increase amount of the natural disasters and terrorist activities, emergency communication management research which often Involving local conventional communication system severely reduced or even paralyzed has been paid more attentions in recent years. And there has also arisen the need to develop applications to establish emergency communication in the shortest time and rebuild all kinds of the communication systems in the affected areas. This paper presents a network model of emergency communication, and clarifies the requirements of the network planning task. By introducing deep learning neural network to the network intelligent planning task, this paper puts forward an efficient, reliable and intelligent planning method of emergency communication network.

Copyright

© 2019, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Zongzhe Nie
AU  - Wei Zhu
AU  - Ruopeng Yang
AU  - Yu Wang
PY  - 2019/04
DA  - 2019/04
TI  - An Intelligent Network Planning Algorithm for Emergency Communication with Deep Learning
BT  - Proceedings of the 3rd International Conference on Mechatronics Engineering and Information Technology (ICMEIT 2019)
PB  - Atlantis Press
SP  - 320
EP  - 327
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmeit-19.2019.54
DO  - 10.2991/icmeit-19.2019.54
ID  - Nie2019/04
ER  -