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- W2388948764 abstract "Particle swarm optimization(PSO) is used for optimization of BP neural network to improve the performance of direction of arrival(DOA) estimation.Due to the fact that BP neural network is inclined to be trapped in local minimum point,a novel network-PSO based BP neural network is proposed and applied to DOA estimation.This method uses the first row of correlation matrix instead of commonly used upper triangular half of the covariance matrix,therefore the feature dimension is largely reduced without losing any DOA information.Experimental results show that the performance of the proposed method is much better than that of classic RBF method in terms of neural network size,generalization and estimation precision." @default.
- W2388948764 created "2016-06-24" @default.
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- W2388948764 date "2012-01-01" @default.
- W2388948764 modified "2023-09-28" @default.
- W2388948764 title "DOA Estimation Method Based on PSO-BP Neural Network" @default.
- W2388948764 hasPublicationYear "2012" @default.
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