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Communication Analysis of Network-Centric Warfare via Transformation of System of Systems Model into Integrated System Model Using Neural Network
المؤلفون المشاركون
Kang, Bong Gu
Kim, Tag Gon
Seo, Kyung-Min
المصدر
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-06-24
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
الملخص EN
Communication system in the network-centric warfare (NCW) has been analyzed from the perspective of the system of systems (SoS), which consists of a combat system and a network system so that the two reflect each other’s effects.
However, this paradoxically causes a prolonged execution time.
To solve this problem, this paper proposes an advanced integrated modeling method for the communication analysis in the NCW via the transformation of the SoS, which reduces the simulation execution time while ensuring the accuracy of the communication effects.
The proposed models mainly cover interentity traffic and intraentity mobility developed in the form of feed-forward neural networks to guarantee two-way interactions between the combat system and the network system.
Because they are characterized as discrete events, the proposed models are designed with the discrete-event system specification (DEVS) formalism.
The experimental results show that the proposed transformation reduced an error by 6.40% compared to the existing method and reduced the execution time 3.78-fold compared to the SoS-based NCW simulation.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Kang, Bong Gu& Seo, Kyung-Min& Kim, Tag Gon. 2018. Communication Analysis of Network-Centric Warfare via Transformation of System of Systems Model into Integrated System Model Using Neural Network. Complexity،Vol. 2018, no. 2018, pp.1-16.
https://search.emarefa.net/detail/BIM-1134994
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Kang, Bong Gu…[et al.]. Communication Analysis of Network-Centric Warfare via Transformation of System of Systems Model into Integrated System Model Using Neural Network. Complexity No. 2018 (2018), pp.1-16.
https://search.emarefa.net/detail/BIM-1134994
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Kang, Bong Gu& Seo, Kyung-Min& Kim, Tag Gon. Communication Analysis of Network-Centric Warfare via Transformation of System of Systems Model into Integrated System Model Using Neural Network. Complexity. 2018. Vol. 2018, no. 2018, pp.1-16.
https://search.emarefa.net/detail/BIM-1134994
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1134994
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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