Real-time improvement method and apparatus for distributed network radio frequency performance

A real-time improvement apparatus for a distributed network radio frequency performance, comprising a hardware processor and software program units, wherein the hardware processor is configured to execute the software program units, and the software program units comprise:

• a data analysis unit comprising a receiving module, a determination module, a regulation module and a sending module, wherein operations executed by the software program units are real-time, and
• the receiving module is configured to receive an input power, an output power and a link gain from a base station element node with a radio frequency module, and establish a learning model of the base station element node according to the input power, the output power and the link gain;
• the determination module is configured to obtain an expected output power corresponding to the input power received by the receiving module according to a correlation between a preset input power and the expected output power;
• the regulation unit, is configured to, in the learning model established by the receiving module, regulate the link gain according to a difference value between the expected output power and the output power obtained by the determination module, until the difference value between the output power of the learning model and the expected output power reaches a preset range, and the link gain at this moment is determined as a new link gain;
• and
• the sending module is configured to send the new link gain determined by the regulation unit to the base station element node with a radio frequency module, which regulates a link gain of the base station element node according to the new link gain.