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MONITOR AND PREDICT WI-FI UTILIZATION PATTERNS FOR DYNAMIC OPTIMIZATION OF THE OPERATING PARAMETERS OF NEARBY ENBS USING THE SAME UNLICENSED SPECTRUM
MONITOR AND PREDICT WI-FI UTILIZATION PATTERNS FOR DYNAMIC OPTIMIZATION OF THE OPERATING PARAMETERS OF NEARBY ENBS USING THE SAME UNLICENSED SPECTRUM
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机译:监视和预测Wi-Fi利用模式,用于使用相同的未许可频谱动态优化附近eNB的操作参数
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摘要
A method by one or more network devices for determining parameter values for a base station of a cellular network operating in a wireless band that is shared with one or more wireless access points. The parameter values are determined to optimize network performance in a manner that allows for fair coexistence between the base station and the one or more wireless access points. The method includes determining, using a machine learning system, parameter values for the base station based on proximity information and activity information for the one or more wireless access points, causing the base station to be configured with the parameter values, determining a measure of how configuring the base station with the parameter values affected network performance based on comparing the level of network performance before and after the base station was configured with the parameter values, and training the machine learning system using the measure.
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