Research on the Macrocell Wireless Channel Model Based on Physic‐Inspired Support Vector Regression Algorithm Wireless Channel Model in Macrocell Environment

To support wireless network planning and optimization in macrocellular environments, this paper presents an efficient machine learning method capable of achieving rapid predictive simulations at the kilometer level. The method embeds the building transmission model (BTM) into a machine learning fram...

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Veröffentlicht in:	International journal of antennas and propagation Jg. 2025; H. 1
Hauptverfasser:	Yao, Qi, Liu, Zhongyu, Guo, Lixin, Guo, Jiang, Nan, Zuoyong, Liu, Wei, Li, Jiangting
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York John Wiley & Sons, Inc 01.01.2025 Wiley
Schlagworte:	Accuracy Buildings Efficiency Hyperplanes Machine learning Methods Neural networks Optimization Propagation Regression models Support vector machines Wireless networks
ISSN:	1687-5869, 1687-5877
Online-Zugang:	Volltext
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