This book mainly introduces the principle of digital signal processing technology using multi-carrier modulation in high-speed fiber-optic communication technology and its application in the system. The main contents include the principle and application of new technologies such as multi-carrier modulation, four-dimensional modulation and machine learning artificial intelligence based on orthogonal frequency division multiplexing.