Automatic modulation recognition of communication signals is one of the important researches in communication signal processing. With the development of digital signal processing, the number of modulation methods increases. And the higher demands on modulation recognition are proposed. Many new methods have been used in the field. The purpose of this paper is to summarize the up-to date advances of research in this field. Associated problems are also discussed. Finally, prospective developing directions are...