Abstract: Next generation wireless networks are expected to run efficiently on general purpose hardware to enable virtual radio access network (RAN).
Abstract—Next generation wireless networks are expected to run efficiently on general purpose hardware to enable virtual radio access network (RAN).
In this paper, for the Massive MIMO system signal detection problem, we mainly summarize the detection algorithms that can be used to replace the traditional ZF ...
Graph Neural Networks to Enable Scalable MAC for Massive MIMO Wireless Infrastructure. Authors : Oner Orhan (Intel Corporation, USA); Vasuki Narasimha Swamy ...
Jul 11, 2020 · In this paper, we innovately use graph neural networks (GNNs) to learn a message-passing solution for the inference task of massive multiple ...
Missing: Enable Scalable MAC
2012. Graph neural networks to enable scalable mac for massive mimo wireless infrastructure. O Orhan, VN Swamy, M Rahman, H Nikopour, S Talwar. 2023 ...
Apr 25, 2024 · Graph Neural Networks to Enable Scalable MAC for Massive MIMO Wireless Infrastructure. ... Channel-adaptive complex K-best MIMO detection using ...
Graph Neural Networks to Enable Scalable MAC for Massive MIMO Wireless Infrastructure ... networks, is not scalable for future machine-centric wireless networks ...
Dec 10, 2023 · “Graph neural networks to enable scalable mac for massive mimo wireless infrastructure,” in 2023 International Conference on Artificial.
This paper aims to identify the user channel correlation and select users in the MU-MIMO system via the deep deterministic policy gradient (DDPG) and ...