Eigendecomposition-based techniques such as MUSIC and its variants con
stitute effective methods for determining the direction of arrival (DO
A) estimates of narrowband sources. A new strategy which extends the M
USIC algorithm to higher order statistics (HOS) is proposed for estima
tion of the DOA, and the number of multiple narrowband incoherent and
coherent non-Gaussian signals. The performance of the technique is com
pared with other recently suggested HOS-based methods.