• Complex
  • Title
  • Author
  • Keyword
  • Abstract
  • Scholars
Search

Author:

Chen, Badong (Chen, Badong.) | Xing, Lei (Xing, Lei.) | Liang, Junli (Liang, Junli.) | Zheng, Nanning (Zheng, Nanning.) | Principe, Jose C. (Principe, Jose C..)

Indexed by:

SCIE EI Scopus

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.

Keyword:

Adaptive filtering maximum correntropy criterion steady-state excess mean square error

Author Community:

  • [ 1 ] [Chen, Badong; Xing, Lei; Zheng, Nanning] Xi An Jiao Tong Univ, Inst Artificial Intelligence & Robot, Xian 710049, Peoples R China
  • [ 2 ] [Liang, Junli] Xian Univ Technol, Sch Automat & Informat Engn, Xian 710048, Peoples R China
  • [ 3 ] [Principe, Jose C.] Univ Florida, Dept Elect & Comp Engn, Gainesville, FL 32611 USA

Reprint Author's Address:

  • Xi An Jiao Tong Univ, Inst Artificial Intelligence & Robot, Xian 710049, Peoples R China.

Email:

Show more details

Related Keywords:

Related Article:

Source :

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

  • 2022-11
  • 2022-9
  • 2022-7
  • 2022-5
  • 2022-3
  • 2022-1
  • 2021-11
  • 2021-9
  • 2021-7
  • 2021-5
  • 2021-3
  • 2021-1
  • 2020-11
  • 2020-9
  • 2020-7
  • 2020-5
  • 2020-03
  • 2020-1
  • 2019-11
  • 2019-9
  • 2019-7
  • 2019-5
  • 2019-3
  • 2019-1
  • 2018-11
  • 2018-9
  • 2018-7
  • 2018-5
  • 2018-3
  • 2018-1
  • 2017-11
  • 2017-9
  • 2017-7
  • 2017-5

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

FAQ| About| Online/Total:492/168599084
Address:XI'AN JIAOTONG UNIVERSITY LIBRARY(No.28, Xianning West Road, Xi'an, Shaanxi Post Code:710049) Contact Us:029-82667865
Copyright:XI'AN JIAOTONG UNIVERSITY LIBRARY Technical Support:Beijing Aegean Software Co., Ltd.