Plant identification via adaptive combination of transversal filters
Signal Processing - Signal processing in UWB communications
Convergence behavior of affine projection algorithms
IEEE Transactions on Signal Processing
Mean-Square Deviation Analysis of Affine Projection Algorithm
IEEE Transactions on Signal Processing
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We propose a novel scheme for combining two adaptation terms of affine projection algorithms with different projection orders and step-sizes. The selection of the mixing parameter that determines the performance of the proposed combination scheme is derived by the largest decrease of the mean-square deviation. The experimental results show that the proposed algorithm exhibits a fast convergence speed and a small steady-state misalignment. Moreover, the proposed algorithm achieves a low computational complexity in the steady-state.