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A Kernel Affine Projection-Like Algorithm in Reproducing Kernel Hilbert Space
Alternative TitleWOS:000572634400115
Wu, Qishuai; Li, Yingsong1; Zakharov, Yuriy V.; Xue, Wei; Shi, Wanlu
Source PublicationIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
2020
Volume67Issue:10Pages:2249-2253
DOI10.1109/TCSII.2019.2947317
ISSN1549-7747
Language英语
KeywordKernel Signal processing algorithms Hilbert space Circuits and systems Cost function Channel estimation Simulation Correntropy kernel affine projection-like algorithm non-Gaussian environments reproducing kernel Hilbert space LEAST-MEAN-SQUARE SIGN ALGORITHMS
AbstractA kernel affine projection-like algorithm (KAPLA) is proposed in reproducing kernel Hilbert space in non-Gaussian environments. The cost function for the developed algorithm is constructed by using the correntropy approach and Gaussian kernel to deal with nonlinear channel estimation. The devised algorithm can efficiently operate in the impulse noise. As a consequence, the proposed KAPLA algorithm provides good performance for nonlinear channel equalization in impluse-noise environments. Simulations results in different mixed noise environments verify the superior behavior of KAPLA compared to known algorithms.
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Cited Times:11[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.nssc.ac.cn/handle/122/7500
Collection中国科学院国家空间科学中心
Affiliation1.Harbin Engn Univ, Coll Informat & Commun Engn, Harbin 150001, Peoples R China
2.Chinese Acad Sci, Key Lab Microwave Remote Sensing, Natl Space Sci Ctr, Beijing 100190, Peoples R China
3.Zakharov, Yuriy V.] Univ York, Dept Elect Engn, York YO10 5DD, N Yorkshire, England
Recommended Citation
GB/T 7714
Wu, Qishuai,Li, Yingsong,Zakharov, Yuriy V.,et al. A Kernel Affine Projection-Like Algorithm in Reproducing Kernel Hilbert Space[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS,2020,67(10):2249-2253.
APA Wu, Qishuai,Li, Yingsong,Zakharov, Yuriy V.,Xue, Wei,&Shi, Wanlu.(2020).A Kernel Affine Projection-Like Algorithm in Reproducing Kernel Hilbert Space.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS,67(10),2249-2253.
MLA Wu, Qishuai,et al."A Kernel Affine Projection-Like Algorithm in Reproducing Kernel Hilbert Space".IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS 67.10(2020):2249-2253.
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