Random Forest Algorithm-Based Lightweight Comprehensive Evaluation for Wireless User Perception

The quality of wireless user perception for cells in a particular scenario is reflected on a set of indicators. Comprehensive evaluation of those cells is the base of network optimization for operators. Traditional methods use weighted sum of all indicators as the evaluation result. However, these i...

Full description

Bibliographic Details
Main Authors: Kaixuan Zhang, Juan Wang, Wei Zhang, Ke Wang, Jun Zeng, Guanghui Fan, Guan Gui
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8915775/