Research on 5G Wireless Network Coverage Prediction Method Based on LightGBM Algorithm
Based on ray simulation evaluation,it is a commonly used method for 5G wireless network planning and site selection.However,the evaluation of this method is based on the results of ray propagation simulation,which lacks actual data for modeling and verification,and has a significant deviation from the actual coverage situation.This article studies the innovative application of artificial intelligence technology in the planning and location selection of 5G wireless networks,and proposes a coverage prediction method based on the LightGBM algorithm,which can more accurately predict the coverage field strength of small grid cells and significantly improve the accuracy of 5G wireless network planning and location selection.
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