As one of the marine seismic survey methods, the selfexcitation and selfharvesting method has the advantages of high construction efficiency and fast data processing and interpretation. It is widely used in marine geological survey. In this paper, the processing method of single channel seismic data has been studied and a whole set of processing flow has been proposed. The focus is to use SRME algorithm to suppress multiple waves and improve the signaltonoise ratio of data. The above algorithm has been applied to single channel seismic data in Changdao sea area, and good results have been obtained.