灰局势决策方法在决策层融合目标识别中的应用

本文提出了一种基于灰局势决策的决策层融合目标识别算法,并利用各子源传感器判决结果包含的动态信息,通过计算灰关联系数对各类目标进行了加权处理。实验中利用上述方法对五类目标雷达观测数据的分类结果进行了融合,其结果表明该方法的目标识别性能与子源传感器相比得到了有效地提高。

Decision Fusion for Target Recognition Based on Grey Situation Decision

This paper presents a decision fusion algorithm based on grey situation decision from grey system theory.Each class of target is weighted by grey relation coefficient according to the dynamic information which is contained in the recognition results of each classifier.Experiment conducted on three classifiers and five classes' radar target data confirms the effectiveness of the proposed decision fusion algorithm.