The invention relates to a
wireless communication technology, in particular to a
millimeter wave channel prediction method and
system for a mobile scene, and the method comprises the steps: building a single-
cell time division duplex
MIMO channel model which comprises a
base station and a user; the method comprises the following steps: constructing a
millimeter wave channel prediction network oriented to a mobile scene on the basis of a
transformer neural network, improving a position coding layer into a learnable position coding layer, and introducing a
convolution module into a multi-head self-attention layer to improve the multi-head self-attention layer into a multi-head
convolution self-attention layer; training the
millimeter wave channel prediction network to enable the millimeter wave channel prediction network to adapt to a mobile scene; and establishing a channel prediction model comprising a channel estimator and a millimeter wave channel prediction network, the channel estimator obtaining known
channel state information according to the
pilot signal, and the millimeter wave channel prediction network predicting future
channel state information according to the known
channel state information. According to the invention, for a mobile scene under a millimeter wave channel, future channel state information is obtained through channel prediction, and the capacity of a communication
system can be effectively improved.