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Abstract:
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.
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IEEE SIGNAL PROCESSING LETTERS
ISSN: 1070-9908
Year: 2014
Issue: 7
Volume: 21
Page: 880-884
1 . 7 5 1
JCR@2014
3 . 1 0 5
JCR@2019
ESI Discipline: ENGINEERING;
ESI HC Threshold:144
JCR Journal Grade:3
CAS Journal Grade:3
Cited Count:
WoS CC Cited Count: 302
SCOPUS Cited Count: 360
ESI Highly Cited Papers on the List: 34 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 7
Affiliated Colleges: