DOA Estimating Study Based on Bat Algorithm and Sparse Decomposition of Signal
Author(s): Feng Shu, Yu Zhanhai, Wang Yunhan
Pages: 1-4
Year: 2016 Issue: 5
Journal: Journal of Gansu Sciences
Keyword: DOA algorithm; Sparse decomposition; Bat algorithm; Orthogonal matching pursuit;
Abstract: DOA estimating method of sparse decomposition has very high estimated accuracy,but calculat-ed amount of sparse decomposition is huge and need longer time.Aiming this problem,the method combi-ning Bat algorithm and sparse decomposition in this text is used to estimate signal DOA.By the Bat algo-rithm's advantage of optimized search path and strong ability to search optimization,we can find decom-posed optimizing atom in each step of orthogonal matching pursuit process with short time so that the sig-nal can be conducted sparse decomposition quickly.The simulating result shows that calculating speed is ac-celerated and calculating amount is reduced under available estimating condition with Bat algorithm.
Pages: 1-4
Year: 2016 Issue: 5
Journal: Journal of Gansu Sciences
Keyword: DOA algorithm; Sparse decomposition; Bat algorithm; Orthogonal matching pursuit;
Abstract: DOA estimating method of sparse decomposition has very high estimated accuracy,but calculat-ed amount of sparse decomposition is huge and need longer time.Aiming this problem,the method combi-ning Bat algorithm and sparse decomposition in this text is used to estimate signal DOA.By the Bat algo-rithm's advantage of optimized search path and strong ability to search optimization,we can find decom-posed optimizing atom in each step of orthogonal matching pursuit process with short time so that the sig-nal can be conducted sparse decomposition quickly.The simulating result shows that calculating speed is ac-celerated and calculating amount is reduced under available estimating condition with Bat algorithm.
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