A Novel MUSIC Algorithm Based on Neural Network
Abstract：MUSIC algorithm is a classic suhspace method for spatial estimation. The MUSIC as high-resolution spatial estimation algo- rithm need to decompose eovariance matrix of the array output data, which involves large amount of computation and is not suitable for real- time processing. Therefore, a novel MUSIC algorithm based on neural network is proposed in this paper. This algorithm that needs no de- compose covariance matrix of the array, is relatively simple in the calculation process. Simulation results demonstrate the effectiveness of the new method.
Keywords：multiple signal classification algorithmneural networkiterative algorithmdirection of arrival estimation
Publication Date：2012-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：3( 48-50 )