Abstract: Sonobuoy is an important part in anti-submarine warfare, which is secure and has a large range of detection. Signal sensor sonobuoy has a simple configuration and far-ranging applications. In this paper we use a bline source separation (BSS) technique to obtain the target noise via several single sensor sonobuoys. Computer simulation verifies validity of the BSS technique.