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基于条件证据更新方法的短时软/硬情报融合
查良帅,杨建波,刘鹏
0
(空军航空大学,长春 130022)
摘要:
介绍了软/硬情报融合新方法,分析了证据理论(DST)应用于软/硬情报融合的灵活性。 在此基础上,以Fagin-Halpern(FH) DS条件原理为依据,提出了一种面向情报融合中多源证 据的条件更新方法,避免了扩展识别框架,并明确了该方法的参数选取标准。另外,基于时间 表对融合过程进行短时划分,以提高融合的精确性。通过融合实例对所提方法进行了分析说 明。
关键词:  软/硬情报融合  条件证据更新  DST理论  参数选取
DOI:
基金项目:
Short time fusion of soft and hard intelligence based on conditional evidence update method
ZHA Liang-shuai,YANG Jian-bo,LIU Peng
()
Abstract:
A new soft/hard intelligence fusion is introduced,and the flexibility of the Dempster-Shafter Theory (DST) applied to hard/soft intelligence fusi on is analyzed. On this basis,a conditional evidence update method of multi-source evidence in intelligence fusion is proposed, which is based on the Fagin-Halpern(FH)DS conditional theory,so as to avoid expanding the frame of discernment, and clearly define the criteria of parameter selection. In addition, a short time area based on the time table is divided for the fusion process to improve the fusion accuracy. Through the instances of fusion, the proposed methool is analyzed.
Key words:  soft/hard intelligence fusion  conditional evidence update  DST theory  parameter selection