24 citations · 126 across the 34 of their papers we have counts for
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cs.IT2023
Deep Autoencoder-based Z-Interference Channels with Perfect and Imperfect CSI
Xinliang Zhang, Mojtaba Vaezi
A deep autoencoder (DAE)-based structure for endto-end communication over the two-user Z-interference channel (ZIC) with finite-alphabet inputs is designed in this paper. The propo…
cs.IT2023
Deep Reinforcement Learning for Interference Management in UAV-based 3D Networks: Potentials and Challenges
Mojtaba Vaezi, Xingqin Lin, Hongliang Zhang +2
Modern cellular networks are multi-cell and use universal frequency reuse to maximize spectral efficiency. This results in high inter-cell interference. This problem is growing as…
cs.IT2023
Interference-Aware Constellation Design for Z-Interference Channels with Imperfect CSI
Xinliang Zhang, Mojtaba Vaezi, Lizhong Zheng
A deep autoencoder (DAE)-based end-to-end communication over the two-user Z-interference channel (ZIC) with finite-alphabet inputs is designed in this paper. The design is for impe…