摘要
The steady-state excess mean square error (EMSE) of the adaptive filtering under the maximum correntropy criterion (MCC) has been studied. For Gaussian noise case, we establish a fixed-point equation to solve the exact value of the steady-state EMSE, while for non-Gaussian noise case, we derive an approximate analytical expression for the steady-state EMSE, based on a Taylor expansion approach. Simulation results agree with the theoretical calculations quite well.
源语言 | 英语 |
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文章编号 | 6804653 |
页(从-至) | 880-884 |
页数 | 5 |
期刊 | IEEE Signal Processing Letters |
卷 | 21 |
期 | 7 |
DOI | |
出版状态 | 已出版 - 7月 2014 |
已对外发布 | 是 |