基于混合核及最大相关熵的自适应滤波算法

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1、单位代码10635学号112015333002140硕士学位论文基于混合核及最大相关熵的自适应滤波算法论文作者：孙启堂指导教师：王世元副教授学科专业：信号与信息处理研究方向：自适应信号处理提交论文日期：2018年4月07日论文答辩日期：2018年6月02日学位授予单位：西南大学中国•重庆2018年6月AdaptiveFilteringAlgorithmsunderMixedKernelsandMaximumCorrentropyAThesisSubmittedtoSouthwestUniversityinPartialFulfillmentoftheRequirementforth

2、eMaster’sDegreeofEngineeringBySunQitangSupervisedbyAssociateProf.WangShiyuanSpecialty:SignalandInformationProcessingCollegeofElectronicandInformationEngineeringofSouthwestUniversity,Chongqing,ChinaJune,2018目录摘要...............................................................IAbstract............

3、...............................................III第一章引言.........................................................11.1选题背景及其意义............................................................................................11.2国内外研究现状...................................................................

4、.............................31.3论文结构............................................................................................................5第二章自适应滤波算法原理...........................................72.1经典的线性自适应滤波算法............................................................................7

5、2.1.1最小均方算法.........................................................................................72.1.2仿射投影算法.........................................................................................72.1.3递归最小二乘法................................................................................

6、.....82.2核方法与核自适应滤波器................................................................................92.3经典的核自适应滤波算法..............................................................................112.3.1核最小均方算法...................................................................................112.

7、3.2核仿射投影算法...................................................................................122.3.3核递归最小二乘法...............................................................................132.4本章小结........................................