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Automated modeling method for pathloss model discovery
Ahmad Anaqreh, Shih-Kai Chou, Blaž Bertalanič, Mihael Mohorčič, Thomas Lagkas, Carolina Fortuna
Izvirni znanstveni članek
Oznake: symbolic regression;automated discovery;pathloss;interpretability;Kolmogorov-Arnold network;
Modeling propagation is the cornerstone for designing and optimizing next-generation wireless systems, with a particular emphasis on 5G and beyond technologies, such as reconfigurable intelligent surfaces, terahertz (THz) communications, and beam steering in massive multi-input multi-output (mMIMO) ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
SABER
Shih-Kai Chou, Mengran Zhao, Cheng-Nan Hu, Kuang-Chung Chou, Carolina Fortuna, Jernej Hribar
Izvirni znanstveni članek
Oznake: kot prihoda;ocena;angle of arrival;estimation;reconfigurable intelligent surface;symbolic regression;
Accurate angle-of-arrival (AoA) estimation is essential for next-generation wireless communication systems to enable reliable beamforming, high-precision localization, and integrated sensing. Unfortunately, classical high-resolution techniques require multielement arrays and extensive snapshot colle ...
Leto: 2026 Vir: Institut Jožef Stefan (IJS)
Št. zadetkov: 2
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