Proceedings of the 2018 3rd International Conference on Electrical, Automation and Mechanical Engineering (EAME 2018)

Identification Method of Task Community Based on Bayesian Belief Network

Authors
Xuezhi Lv, Changjiang Liu
Corresponding Author
Xuezhi Lv
Available Online June 2018.
DOI
10.2991/eame-18.2018.80How to use a DOI?
Keywords
task community; bayesian belief network; conditional probability table; target grouping
Abstract

With the increaseing of the combat capability of the weapon platform, the striking range of the weapon platform is expanding, and it is necessary to classify the weapon platform according to the target that the weapon platform may hit. It can distinguish the task community, enhancing the cognition and supporting combat decision. Therefore, this paper discusses the issue of task community identification. First, the concept of the task community was introduced. Then, it explores the ideas and methods framework of task community identification. Then, we discuss the method of target attempt evaluation based on Bayesian network, and analyze the structure of Bayesian network model and how to determine the conditional probability table. Finally, a simulation example is given to demonstrate the feasibility and effectiveness of the method.

Copyright
© 2018, 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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Volume Title
Proceedings of the 2018 3rd International Conference on Electrical, Automation and Mechanical Engineering (EAME 2018)
Series
Advances in Engineering Research
Publication Date
June 2018
ISBN
10.2991/eame-18.2018.80
ISSN
2352-5401
DOI
10.2991/eame-18.2018.80How to use a DOI?
Copyright
© 2018, 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/).

Cite this article

TY  - CONF
AU  - Xuezhi Lv
AU  - Changjiang Liu
PY  - 2018/06
DA  - 2018/06
TI  - Identification Method of Task Community Based on Bayesian Belief Network
BT  - Proceedings of the 2018 3rd International Conference on Electrical, Automation and Mechanical Engineering (EAME 2018)
PB  - Atlantis Press
SP  - 380
EP  - 385
SN  - 2352-5401
UR  - https://doi.org/10.2991/eame-18.2018.80
DO  - 10.2991/eame-18.2018.80
ID  - Lv2018/06
ER  -