Application of Case-Based Reasoning Method in Situation Assessment

被引：0

作者：

Tang Xue-song ^{[1
]}

Chen Wei-hua ^{[1
]}

Wang Yang ^{[1
]}

Ge Yun-feng ^{[1
]}

机构：

[1] Armor Tech Inst PLA, Changchun, Jinlin, Peoples R China

来源：

2011 INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND MULTIMEDIA COMMUNICATION | 2011年

关键词：

Case-based reasoning; Situation assessment; Data fusion; Cluster;

D O I：

暂无

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

We develop the Case-based reasoning method to build a model of middle level data fusion with an application to situation assessments. Military entity will be compared with the case-base in different levels. The method first builds a feature vector for each detected ground target that includes time, position and target class in a particular rectangular geographical area of the battle space. It then clusters the feature vectors and makes an inventory of each cluster as to target classes, counts and posture parameters. Situation assessment is done next via a three-tiered cascaded process of case-based reasoning on cluster attribute records to infer the unit types, sizes, and purposes for the commanders.

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页码：4 / 7

页数：4