计算机工程2011，Vol.37Issue(10)：179-181,3.DOI:10.3969/j.issn.1000-3428.2011.10.061
基于覆盖算法的SVM雷达辐射源识别
SVM Radar Emitter Recognition Based on Covering Algorithm
摘要
Abstract
Problem of big computation volume and low classifying velocity exists in conventional Support Vector Machine(SVM) multi-value classifying algorithm in constructing several two-value classifiers. For this, a SVM multi-value classifying algorithm based on covering is put forward. The covering thought is introduced into SVM algorithm and the tighter optimizing area can be found by constructing covering, which makes the classifying velocity improve notably. The algorithm is applied in radar emitter recognition. Simulation results show it is of excellent performance.关键词
覆盖算法/支持向量机/超球面/核函数/辐射源识别Key words
covering algorithm/ Support Vector Machine(SVM)/ hypersphere/ kernel function/ emitter recognition分类
信息技术与安全科学引用本文复制引用
陈婷,陈卫..基于覆盖算法的SVM雷达辐射源识别[J].计算机工程,2011,37(10):179-181,3.基金项目
国家部委基金资助项目 （）
