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A Novel Quaternion Kernel LMS Algorithm With Variable Kernel Width

Published in IEEE Transactions on Circuits & Systems II Express Briefs • Feb 6, 2021
NobleIDNI5P86W53R86S75
Authors:
Wei Huang
,
Chao Chen

Abstract

The quaternion Gaussian kernel is usually used when solving quaternion nonlinear problems. However, how to choose a proper value of kernel width is still an important issue. In most previous studies, the kernel width was set manually or estimated in advance by using Silvermans rule based on the samp...

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