Handover prediction method and apparatus, and device and storage medium

A handover predicting method, performed by a first device, the method comprising:

• acquiring location information of a user equipment (UE) and a received signal strength of the UE collected by the UE at at least one time point;
• acquiring error location information and an error received signal strength based on the location information and the received signal strength;
• combining the location information and the received signal strength with the error location information and the error received signal strength to obtain at least one group of combined information;
• inputting the at least one group of combined information into a pre-trained third model to obtain an output result of the pre-trained third model, wherein the output result of the pre-trained third model is a base station predicted by the pre-trained third model that the UE hands over to.

A communication device, comprising:

• a processor;
• and
• a memory, storing a computer program,
• wherein the processor is configured to:
• receive map information of a physical environment in which a user equipment (UE) is located, sent by a second device;
• and
• predict a base station to which the UE hands over based on the map information.