Spectrum management equipment, spectrum management system, spectrum management method and computer readable storage medium

Abstract

The invention relates to spectrum management equipment, a spectrum management system, a spectrum management method and a computer readable storage medium. The spectrum management device according to the present disclosure includes a processing circuit configured to: acquire a plurality of pieces of sample information for a position of a sample primary user, each of the plurality of pieces of sample information including information of a plurality of sample secondary users and cumulative interference of the plurality of sample secondary users on the sample primary user; and training a neural network model by taking the information of the plurality of sample secondary users as the input of the neural network model and taking the accumulated interference generated by the plurality of sample secondary users on the sample primary user as the output of the neural network model, and determining a parameter set of a neural network model corresponding to the position of the sample main user. Byusing the frequency spectrum management equipment, the frequency spectrum management system, the frequency spectrum management method and the computer readable storage medium, the value of the accumulated interference can be accurately calculated according to the real environment condition and the user distribution.

Description

technical field [0001] Embodiments of the present disclosure generally relate to the field of wireless communication, and specifically relate to a spectrum management device, a spectrum management system, a wireless communication method executed by the spectrum management device, and a computer-readable storage medium. More specifically, the present disclosure relates to a spectrum management device for training a neural network model for calculating cumulative interference, a spectrum management device for calculating cumulative interference using a neural network model, a method for training a neural network model for calculating cumulative interference, using a neural network A method for modeling cumulative interference, a spectrum management system, and a computer-readable storage medium. Background technique [0002] In the cognitive radio system, unlicensed users can dynamically access the licensed spectrum under the constraints of certain rules, which greatly improve...

AI Technical Summary

Problems solved by technology

However, in the actual system, the environmental conditions are complex and changeable, and the user distribution is relatively dyna...

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