1. Adaptive combination of affine projection and NLMS algorithms.
- Author
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Choi, Jong Hyun, Kim, Seung Hun, and Kim, Sang Woo
- Subjects
- *
ADAPTIVE computing systems , *COMPUTER algorithms , *SCHEME programming language , *PARAMETER estimation , *COMPUTER performance , *MEAN square algorithms , *COMPUTATIONAL complexity - Abstract
Abstract: 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. [Copyright &y& Elsevier]
- Published
- 2014
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