A NOVEL EMITTER RECOGNITION APPROACH TO INCOMPLETE INFORMATION SYSTEM

摘要：

Incomplete information system is commonly encountered to emitter recognition problem in practical reconnaissance environment. The main reason is that reports with emitter parameter values are unknown. In order to solve emitter recognition problems in incomplete information system, rough set theory is introduced. A new emitter recognition method to incomplete information system based on rough set theory is presented in this paper. This recognition method does not change emitters original information, and it reduces knowledge and finds decision rules directly from incomplete decision table. Example of recognizing the radar emitter is selected to demonstrate this new method. Experimental results show that this new recognition method is effective.

关键词： Emitter recognition incomplete information system rough set decision rules

作者: XIN GUAN XIAO YI YOU HE

作者单位: Research Institute of Information Fusion, Naval Aeronautical Engineering Institute, Yantai, 264001, China

会议类型: 国际会议

会议名称: 2006 International Conference on Machine Learning and Cybernetics(IEEE第五届机器学习与控制论坛)

会议地点: 大连

会议语种:英文

页码: 1271-1275

在线出版日期: 2006-08-13（万方平台首次上网日期，不代表论文的发表时间）