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A Nonlinear Adaptive Beamforming Algorithm Based on Least Squares Support Vector Regression

To overcome the performance degradation in the presence of steering vector mismatches, strict restrictions on the number of available snapshots, and numerous interferences, a novel beamforming approach based on nonlinear least-square support vector regression machine (LS-SVR) is derived in this pape...

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Bibliografiske detaljer
Main Authors: Wang, Lutao, Jin, Gang, Li, Zhengzhou, Xu, Hongbin
Format: Artigo
Sprog:Inglês
Udgivet: Molecular Diversity Preservation International (MDPI) 2012
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3478850/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s120912424
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