UE-MEASUREMENT ASSISTED CLOSED LOOP LEARNING APPROACH FOR REAL-TIME OPTIMIZATION OF SYSTEM METRICS

摘要

A method for assessing an impact of a design choice on a system level performance metric of a radio access network (RAN) deployed in an environment includes receiving messages from a plurality of UEs over time by a plurality of RNs in the RAN. A design choice is selected for a set of operating parameters of the RAN. One or more of measurement values in each of the received messages and the selected design choice are processed to compute a set of derivatives. A system level performance metric is determined as a function of the computed set of derivatives.