beamforming 1continuous aperture array 1energy efficiency 1graph neural network 1implicit neural representation 1
From the 1 of 3 linked papers with an AI index.
3 papers
eess.SP2026
Learning-Based Beamforming for Energy Efficiency of Continuous Aperture Array Systems
Shiyong Chen, Jia Guo, Shengqian Han
The paper proposes a learning framework that jointly determines the size of continuous aperture arrays and their beamforming functions to maximize downlink energy efficiency, using…
eess.SP2026
Implicit Neural Representation of Beamforming for Continuous Aperture Array Systems
Shiyong Chen, Jia Guo, Shengqian Han
In this paper, a learning-based approach is proposed for optimizing downlink beamforming in multiple-input multiple-output (MIMO) systems that employ continuous aperture arrays (CA…
eess.SP2025
Functional WMMSE Algorithm for Multiuser Continuous Aperture Array Systems
Shiyong Chen, Shengqian Han, Jia Guo
In this paper, we develop a functional weighted minimum mean-squared error (WMMSE) algorithm for downlink beamforming in multiuser continuous aperture array (CAPA) systems where bo…