南京理工大学学报（自然科学版）2018，Vol.42Issue(3)：380-384,5.DOI:10.14177/j.cnki.32-1397n.2018.42.03.019
基于注水原理的雷达目标多分类器集成算法
Radar target multi-classifier integration algorithm based on water-filling theory
摘要
Abstract
Different classifiers are integrated to overcome the performance limitation of a single classifier and obtain higher performance of radar target classification. According to different target features and different classification performances of each classifier obtained by training samples, a fusion coefficient matrix of different classifiers integration is calculated based on the water-filling theory. A decision threshold is set for the output coefficient matrix. Experimental results of measured radar data show that the average recognition rate of the proposed method is 87.68%.关键词
注水原理/雷达目标/多分类器/融合系数矩阵Key words
water-filling theory/radar targets/multi-classifiers/fusion coefficient matrix分类
信息技术与安全科学引用本文复制引用
陈志仁,顾红..基于注水原理的雷达目标多分类器集成算法[J].南京理工大学学报（自然科学版）,2018,42(3):380-384,5.基金项目
国家自然科学基金(61471198 （）
61671246) （）
