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Updated: Jan 18, 2026

Continuous-Wave Propagation Channel-Sounding Measurement System - Testing, Verification, and Measurements
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Continuous-Wave Propagation Channel-Sounding Measurement System - Testing, Verification, and Measurements

Published on: June 25, 2021

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基于融合数据和XGBoost-SHAP方法的5G信号的路径损失预测模型

Tingting Xu1,2, Nuo Xu1, Jay Gao3

  • 1School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065, China.

Sensors (Basel, Switzerland)
|September 13, 2025
PubMed
概括

准确的5G路径损失预测对于网络规划至关重要. 这项研究使用智能手机数据和先进模型来提高5G信号预测在复杂地形的准确性.

关键词:
5G信号路径损失的信号路径损失在XGBoost中使用.机器学习是机器学习.多式联网数据功能融合融合

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