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Physical Sciences and Engineering Computer Science Signal Processing

Variable learning rates kernel adaptive filter with single feedback

Article ID Journal Published Year Pages File Type
10132763 Digital Signal Processing 2018 14 Pages PDF
Abstract

- A KAF with single feedback and variable learning rates is designed.
- The mean square convergence of proposed KAF is analyzed.
- A sufficient condition for convergence of proposed KAF is obtained.
- Simulation results show that the proposed KAF has superior performance.
Keywords
Variable learning rateKernel adaptive filterMean square convergence
Related Topics
Physical Sciences and Engineering Computer Science Signal Processing
Preview
Variable learning rates kernel adaptive filter with single feedback
Authors
Ji Zhao, Hongbin Zhang, Xiaofeng Liao,
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