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...

Full description

Bibliographic Details

Published in:	International journal of antennas and propagation Vol. 2025; no. 1
Main Authors:	Yao, Qi, Liu, Zhongyu, Guo, Lixin, Guo, Jiang, Nan, Zuoyong, Liu, Wei, Li, Jiangting
Format:	Journal Article
Language:	English
Published:	New York John Wiley & Sons, Inc 01.01.2025 Wiley
Subjects:	Accuracy Buildings Efficiency Hyperplanes Machine learning Methods Neural networks Optimization Propagation Regression models Support vector machines Wireless networks
ISSN:	1687-5869, 1687-5877
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!