Research on Radar Anti-jamming Performance Evaluation Index System Based on Rough Set Theory

Authors

Zongfeng Qi, 1. The State Key Laboratory of Complex Electromagnetic Environment Effects on Electronics and Information System, Luoyang 471003, China;;
Han Shan, 2. Department of Automation, Shanghai Jiao Tong University, Shanghai 200240, China;
Jianxun Li, 2. Department of Automation, Shanghai Jiao Tong University, Shanghai 200240, China;

Abstract

Abstract: The applications of generalized rough set theory were researched for the construction and optimization of radar anti-jamming performance evaluation index system. A mass of real-valued data was converted to some interval-valued data to avoid the difficulty of classification. The H'- information entropy-based information filling technique was employed to solve the problem of missing evaluation data. The E-condition entropy-based heuristic algorithm was applied to make attribute reduction, optimize evaluation index system, and extract final decision rules. The feasibility, validity and practicability of proposed method were testified by a simulation example.

Recommended Citation

Qi, Zongfeng; Shan, Han; and Li, Jianxun (2020) "Research on Radar Anti-jamming Performance Evaluation Index System Based on Rough Set Theory," Journal of System Simulation: Vol. 28: Iss. 2, Article 11.
Available at: https://dc-china-simulation.researchcommons.org/journal/vol28/iss2/11

First Page

335

Revised Date

2015-01-26

DOI Link

https://doi.org/

Last Page

342

CLC

TN973

Recommended Citation

Qi Zongfeng, Han Shan, Li Jianxun. Research on Radar Anti-jamming Performance Evaluation Index System Based on Rough Set Theory[J]. Journal of System Simulation, 2016, 28(2): 335-342.