2 papers
cs.IT2025
Capacity-Net-Based RIS Precoding Design without Channel Estimation for mmWave MIMO System
Chun-Yuan Huang, Po-Heng Chou, Wan-Jen Huang +2
In this paper, we propose Capacity-Net, a novel unsupervised learning approach aimed at maximizing the achievable rate in reflecting intelligent surface (RIS)-aided millimeter-wave…
eess.SP2025
DNN-Based Precoding in RIS-Aided mmWave MIMO Systems With Practical Phase Shift
Po-Heng Chou, Ching-Wen Chen, Wan-Jen Huang +3
In this paper, the precoding design is investigated for maximizing the throughput of millimeter wave (mmWave) multiple-input multiple-output (MIMO) systems with obstructed direct c…