Target Threat Assessment Based on Intuitionistic Fuzzy Sets Choquet Integral

Author:

Huang Jie1,Li Bi Cheng1,Zhao Yong Jun1

Affiliation:

1. Zhengzhou Information Science Technology Institute

Abstract

For the problem that threat assessment often has some uncertainty and the correlation exist among threat factors, a technique based on intuitionistic fuzzy sets Choquet integral is proposed with intuitionistic fuzzy sets and fuzzy integral being introduced into information fusion area. First, threat estimators based on different factors are constructed with intuitionistic fuzzy sets theory. The uncertainty of each estimator is represented with membership function and non-membership function. Then, the significances of the estimators are modeled with fuzzy measures. Subsequently, threat assessment results are obtained using Choquet integral. Finally, the proposed method is validated through the air combat threat assessment of 20 typical targets.

Publisher

Trans Tech Publications, Ltd.

Reference12 articles.

1. WANG, X.Z. Fuzzy Measure, Fuzzy Integral, and Their Application in Classification Technique [M]. Beijing: Science Press, 2008. (in Chinese).

2. KE, H.F., CHEN, Y.G. Threat assessment model for the jamming target of electronic warfare based on multiple attribute and multiple hierarchy [J]. Systems Engineering and Electronics, 2006, 28(9): 1370-1374. (in Chinese).

3. WANG, X.Y., LIU, Z.W., HOU, C.Z., ZHANG, C., YUAN, J.M. Method of object threat assessment based on fuzzy MADM [J]. Control and Decision, 2007, 22(8): 859-863. (in Chinese).

4. CAO, K.J. Study on Multi-source Information-based Attribute Fusion and Threat Assessment Technique [D]. Nanjing: PLA University of Science and Technology, 2006. (in Chinese).

5. WANG, X.H., QIN, Z., LIU, Y., SHI, Z.W. RBF Neural Network for Threat Sequencing [J]. Journal of System Simulation, 2004, 16(7): 1576- 1579. (in Chinese).

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