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- W2028584401 abstract "A new robust error bound for the set-membership normalized least mean square (SMNLMS-REB) is proposed in this brief. The new robust set-membership error bound leads to improved robustness against impulsive noise and steady-state misalignment relative to those achieved in the set-membership normalized least mean square (SMNLMS) algorithm. Stability analysis shows that the proposed algorithm is stable. Using the individual weight error variance (IWV) analysis method, new expressions for the steady-state mean square deviation (MSD) of the SMNLMS-REB are also obtained. Simulation results on system identification show that the robustness and probability of the update (PU) of the proposed SMNLMS-REB considerably outperform the traditional SMNLMS and other robust set-membership NLMS algorithms in the presence of impulsive noise." @default.
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- W2028584401 date "2014-07-01" @default.
- W2028584401 modified "2023-09-24" @default.
- W2028584401 title "Set-Membership NLMS Algorithm With Robust Error Bound" @default.
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- W2028584401 doi "https://doi.org/10.1109/tcsii.2014.2327376" @default.
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