Cell-free XL-MIMO meets multi-agent reinforcement learning: Architectures, challenges, and future directions Z Liu, J Zhang, Z Liu, H Du, Z Wang, D Niyato, M Guizani, B Ai IEEE Wireless Communications, 2024 | 14 | 2024 |
Cell-free massive MIMO with mixed-resolution ADCs and I/Q imbalance over Rician spatially correlated channels Z Liu, J Zhang, Z Wang, X Zhang, H Xiao, B Ai IEEE Transactions on Vehicular Technology 72 (7), 9567-9572, 2023 | 12 | 2023 |
Double-layer power control for mobile cell-free XL-MIMO with multi-agent reinforcement learning Z Liu, J Zhang, Z Liu, H Xiao, B Ai IEEE Transactions on Wireless Communications, 2023 | 7 | 2023 |
Uplink power control for extremely large-scale MIMO with multi-agent reinforcement learning and fuzzy logic Z Liu, Z Liu, J Zhang, H Xiao, B Ai, DWK Ng IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023 | 6 | 2023 |
Graph neural network meets multi-agent reinforcement learning: Fundamentals, applications, and future directions Z Liu, J Zhang, E Shi, Z Liu, D Niyato, B Ai, XS Shen IEEE Wireless Communications, 2024 | 3 | 2024 |
Cell-free massive MIMO with low-resolution ADCs and I/Q imbalance over spatially correlated channels Z Liu, J Zhang, Z Wang, B Ai, DWK Ng GLOBECOM 2022-2022 IEEE Global Communications Conference, 2450-2455, 2022 | 3 | 2022 |
Antenna Selection of Cell-Free XL-MIMO Systems with Multi-Agent Reinforcement Learning Z Liu, Z Liu, X Wang, J Li, J Zhang, B Ai 2023 International Conference on Ubiquitous Communication (Ucom), 379-383, 2023 | 1 | 2023 |
Joint Cooperative Clustering and Power Control for Energy-Efficient Cell-Free XL-MIMO with Multi-Agent Reinforcement Learning Z Liu, J Zhang, Z Liu, DWK Ng, B Ai arXiv preprint arXiv:2406.05481, 2024 | | 2024 |