In this paper, we present the distributedselectivepartial update affineprojectionalgorithm (dSPU-APA), the distributed dynamic selection affineprojectionalgorithm (dDS-APA), and dSPU-DS-APA to solve distributed ...
详细信息
ISBN:
(纸本)9781467320733
In this paper, we present the distributedselectivepartial update affineprojectionalgorithm (dSPU-APA), the distributed dynamic selection affineprojectionalgorithm (dDS-APA), and dSPU-DS-APA to solve distributed estimation problem over adaptive diffusion networks. In dSPU-APA, the filter coefficients are partially updated during the adaptation. For dDS-APA, the input regressors are dynamically selected at each iteration. Diffusion cooperation schemes have been shown to provide good performance in these algorithms. The good performance of these algorithms is demonstrated by presenting several simulation results.
In this paper, we present the distributedselectivepartial update affineprojectionalgorithm (dSPU-APA), the distributed dynamic selection affineprojectionalgorithm (dDS-APA), and dSPU-DS-APA to solve distributed ...
详细信息
ISBN:
(纸本)9781467320726
In this paper, we present the distributedselectivepartial update affineprojectionalgorithm (dSPU-APA), the distributed dynamic selection affineprojectionalgorithm (dDS-APA), and dSPU-DS-APA to solve distributed estimation problem over adaptive diffusion networks. In dSPU-APA, the filter coefficients are partially updated during the adaptation. For dDS-APA, the input regressors are dynamically selected at each iteration. Diffusion cooperation schemes have been shown to provide good performance in these algorithms. The good performance of these algorithms is demonstrated by presenting several simulation results.
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