MUSIC Direction of arrival estimation method with virtual source elimination for single vector sensor under isotropic ambient noise background
-
Graphical Abstract
-
Abstract
In the scenario of isotropic ambient noise,the inequality between the noise powers of the pressure and velocity channels of a single vector acoustic sensor dramatically degrades the performance of the MUSIC method.In order to solve this problem,an increased-rank MUSIC method and a weighted-amplitude MUSIC method are presented.The increased-rank MUSIC method augments the dimension of the signal subspace to eliminate the effect of the virtual source.It gains the highest estimation accuracy in the case of one source and a low Signal-to-Noise Ratio(SNR) and its performance approaches to the CRB.However,it fails in the case of two sources.The weighted-amplitude MUSIC method weights the amplitude of the received signal to eliminate the virtual source and it can identify two sources.
-
-