This paper presents a new method in estimating the direction of more signal waves under conditions of low signal-to-noise ratio and short data. Simultaneously in the paper first some reasonable assumptions are given, then the mathematical model is created. Through deduction the covariance equation of the signal and the character subspace are obtained, at the same time, the covariance equation of noise and the noise space should also be taken into consideration.