Variable learning rates kernel adaptive filter with single feedback

- 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.