Radio frequency interference suppression is a very important issue in applications of highfrequency surface wave radar.This paper proposes a new interference suppression algorithm which makes use of RF interference azimuth information on the basis of learning common RF interference suppression algorithms and spatial spectrum estimation.First,we apply the MUSIC algorithm to estimate the interference azimuth and obtains the interference's signal space after the first Fourier transform;next,we use space decomp...