%0 Journal Article
%T Correntropy of the Symmetric Stable Distribution and Its Application to the Time Delay Estimation<br>对称稳定分布的相关熵及其在时间延迟估计上的应用
%A Song Ai-min Qiu Tian-shuang Tong Zhi-jian
%A <br>宋爱民
%A 邱天爽
%A 佟祉谏
%J 电子与信息学报
%D 2011
%I 
%X Correntropy is a localized similarity measure between two scalar random variables. This paper presents the parametric representation of the symmetric α-stable (SαS) distribution’s correntropy. The equivalency of the maximum correntropy criterion and the minimum dispersion criterion is derived from the parametric representation for zero location SαS distributions. This result is used to propose the adaptive time delay estimation in SαS noise. Simulations show that the algorithm based on correntropy works better than the least mean square and the least mean p-norm approaches.
%K Signal processing
%K Correntropy
%K Symmetric stable distributions
%K Maximum correntropy criterion
%K Minimum dispersion criterion<br>信号处理
%K 相关熵
%K 对称稳定分布
%K 最大相关熵准则
%K 最小分散系数准则
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=1319827C0C74AAE8D654BEA21B7F54D3&jid=EFC0377B03BD8D0EF4BBB548AC5F739A&aid=C2A893213343E08EE1E9863C73250874&yid=9377ED8094509821&vid=27746BCEEE58E9DC&iid=0B39A22176CE99FB&sid=3F419E61BD389CC8&eid=E3C3E274D87A8C16&journal_id=1009-5896&journal_name=电子与信息学报&referenced_num=0&reference_num=18