The deep joint source channel coding method comprises the following steps: a sending end obtains a first
semantic feature of a first image, and performs
constellation mapping modulation on the first
semantic feature to obtain a first initial
constellation point; the sending end extracts
semantic information of the first initial
constellation point, generates a rotation angle corresponding to the
semantic information, and rotates the first initial constellation point according to the rotation angle to obtain a first rotation constellation point; the sending end generates a real part
interleaving matrix and an imaginary part
interleaving matrix based on the first rotating constellation point and the real part and the imaginary part of the
channel state information, resorts the real part and the imaginary part of the symbol sequence respectively and then recombines the real part and the imaginary part into a complex
signal to obtain a first
interleaving signal; the sending end transmits the first interleaved
signal to a receiving end through a
fading channel, and the receiving end receives a second interleaved signal; the receiving end performs semantic reconstruction decoding on the second interleaved signal to obtain a second image; or, the receiving end performs semantic classification decoding on the second interlaced signal to obtain a second image category.