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贝叶斯网络在通信对抗系统效能评估中的应用 被引量:1

Application of Bayesian Networks in the Evaluation of Communication Countermeasure System
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摘要 介绍了贝叶斯网络原理及其推理机制。分析了影响通信对抗系统效能的各项因素,选取了各因素涉及的相应指标,确定了该网络的局部概率分布,建立了基于贝叶斯网络的通信对抗系统效能评估模型。该模型定量地解决了通信对抗部队整体作战能力的评估问题,并可以指出其存在的问题,可以提高部队的对抗水平和作战能力。 The theory and inference mechanism of Bayesian networks was introduced, the factors of the efficiency evaluation of commu- nication countermeasure operations training and drilling in the base are analyzed, the related indexes of factors are chosen, the local probabili- ty are given on, the evaluation model is provided. The evaluation of communication countermeasure operations drilling can be fixed quantify, the weakness of the army can also be pointed out. It is useful in improving the training level and battling ability.
出处 《舰船电子工程》 2013年第5期131-133,共3页 Ship Electronic Engineering
关键词 贝叶斯网络 通信对抗 评估 Bayesian networks, communication countermeasure, evaluation
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  • 1程泽凯,林士敏,陆玉昌,蒋望东,陆小艺.基于Matlab的贝叶斯分类器实验平台MBNC[J].复旦学报(自然科学版),2004,43(5):729-732. 被引量:27
  • 2叶进,林士敏.基于贝叶斯网络的推理在移动客户流失分析中的应用[J].计算机应用,2005,25(3):673-675. 被引量:12
  • 3张涛,郭波,武小悦,谭跃进.面向任务的装备保障能力评估模型研究[J].小型微型计算机系统,2005,26(6):1093-1096. 被引量:11
  • 4胡笑旋,杨善林,马溪骏.面向复杂问题的贝叶斯网建模方法[J].系统仿真学报,2006,18(11):3242-3246. 被引量:15
  • 5Rfung B D Favero.Backward simulation in Bayesian networks[A]..R L De Mántaras,D Poole.Proceeding of the 10th Conference on Uncertainty in Artificial Intelligence[C].(San Mateo) Morgan &amp, Kauffman,2000.227-234.
  • 6[1]Heckeman D. Bayesian networks for data mining[J]. Data Mining and Knowledge Discovery. 1997,1, 79-119.
  • 7[2]Lauritzen S L. The EM algorithm for graphical association models with missing data[J]. Comput. Stat. Data Anal. 1995(19):191-201.
  • 8[3]Ira Cohen, Alexandre Bronstein, Fabio G.Cozman. Online learning of Bayesian network parameters[EB/OL]. http://www.hpl.hp.com/techreports/2001/HPL-2001-156.pdf.
  • 9[4]Eric Bauer, Daphne Koller, Yoram Singer. Update rules for parameter estimation in Bayesian networks[C]. In:Proceeding of the Thirteenth Annual Conference on Uncertainty in Artificial Intelligence (UAI-97), Providence, Rhode Island, August 1-3,1997,3-13.
  • 10[5]Zhang Shao-zhong. YANG Nan-hai. WANG Xiu-kun. Construction and application of bayesian networks in flood decision-supporting system[C]. Proceedings of the First International Conference on Machine Learning and Cybernetics, Beijing, 4-5 November 2002, ICMLC2002 IEEE, Vol2,718-722.

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