Convergence Analysis of a Fixed Point Algorithm Under Maximum Complex Correntropy Criterion

With the emergence of complex correntropy, the maximum complex correntropy criterion (MCCC) has been applied to the complex-domain adaptive filtering. The MCCC uses the fixed point method to find the optimal solution, which provides good robustness in the non-Gaussian noise environment, especially f...

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Veröffentlicht in:	IEEE signal processing letters Jg. 25; H. 12; S. 1830 - 1834
Hauptverfasser:	Qian, Guobing, Wang, Shiyuan, Wang, Lidan, Duan, Shukai
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.12.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Adaptive filters Algorithms Complex correntropy Computational efficiency Computer simulation Convergence Criteria EMSE Error correction Filtration fixed point Goal programming Information filters Mean square error methods Random noise Robustness (mathematics) Signal processing algorithms Stability analysis
ISSN:	1070-9908, 1558-2361
Online-Zugang:	Volltext
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