W Xu, J Wu, S Jin, X You, Z Lu - IEEE Transactions on Wireless …, 2024 - ieeexplore.ieee.org
14 天前 - … • We propose a DR learning framework based on variational auto-encoder (VAE) … FDD mMIMO system by exploring the implicit reciprocity between the bi-directional channels. …
21 天前 - … excessive CSI feedback overhead in massiveMIMO-FDDsystems, this paper proposes a … training techniques for fddmassivemimosystems: openloop and closed-loop training …
38 天前 - … 1(a), we consider a single-cell FDDmassiveMIMOsystem where the BS is equipped with Nt antennas and the user is equipped with a single antenna. For ease of illustration, a …
Y Tan, W Tan, J Guo, Z Shi - IEEE Wireless Communications …, 2024 - ieeexplore.ieee.org
55 天前 - … SYSTEM MODEL We consider a single cell FDDmassiveMIMOsystem with Nt … GY Li, “Overview of deep learningbased CSI feedback in massiveMIMOsystems,” IEEE …
Y Shekar, R Mishra - AIP Conference Proceedings, 2024 - pubs.aip.org
56 天前 - … In order to obtain the parameters in the network, this article uses an end-to-end training method to obtain all the weights in the learning network. Suppose that the …
J Zhang, J Lu, J Zhang, Y Han… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
64 天前 - … duplexing (FDD) mode, the VR is estimated in uplink training and then the channel information … Besides, as compared to massiveMIMO, preferable channel properties such as …
C Jiang, J Guo, CK Wen, S Jin - IEEE Transactions on Wireless …, 2024 - ieeexplore.ieee.org
72 天前 - … This study considers a single-cell massiveMIMOsystem … based on deep learning for FDDmassiveMIMOsystems,” … learning for CSI prediction in FDDmassiveMIMOsystems,…
79 天前 - … In this paper, we designed a new approach for downlink channel estimation in FDD massiveMIMOsystems in order to reduce the training and feedback overhead. Specifically, …
Y Zhao, K Zheng, Y Teng, A Liu… - … Vehicular Technology, 2024 - ieeexplore.ieee.org
80 天前 - … of channel parameters into a sparse Bayesian learning (SBL) … channel tracking problem for FDDmassiveMIMOsystems … We develop a joint UL/DL channel tracking scheme to …