大连理工大学学报2018，Vol.58Issue(1)：86-91,6.DOI:10.7511/dllgxb201801013
脉冲噪声环境下基于最大相关熵准则的仿射投影算法
Affine proj ect algorithm based on maximum correntropy criterion for impulsive noise environment
摘要
Abstract
In many engineering applications,noise often shows strong impulsive,and is represented by a stable distribution model in mathematics.Traditional adaptive filtering algorithm is not robust in stable distribution noise.Maximum correntropy criterion can effectively improve the performance of the adaptive filtering algorithm under impulsive noise conditions.Applying symmetricαstable noise as the impulsive noise model,maximum correntropy criterion as the cost function,an affine proj ect algorithm based on maximum correntropy criterion is proposed.By using a prior error as independent variable in the correntropy function,the improved affine proj ect algorithm obtains a good convergence effect in impulsive noise environment.Experimental results show that the new algorithm has good convergence speed and performance under strong impulsive noise and low generalized signal-to-noise ratio conditions.关键词
脉冲噪声/最大相关熵准则/仿射投影算法/自适应滤波Key words
impulsive noise/maximum correntropy criterion/affine proj ect algorithm/adaptive filtering分类
信息技术与安全科学引用本文复制引用
刘诚,邱天爽,李景春,李蓉..脉冲噪声环境下基于最大相关熵准则的仿射投影算法[J].大连理工大学学报,2018,58(1):86-91,6.基金项目
国家自然科学基金资助项目(61671105,61172108,61139001). （61671105,61172108,61139001）
