WebAug 2, 2024 · In recent years, the multi-user multiple-input multiple-output (MU-MIMO) technology has offered great advantages over conventional point-to-point MIMO systems due to its improvement on the spectral and the energy efficiencies [1,2].Specifically, the base station (BS) of a MU-MIMO system communicates with a large number of user … WebMar 28, 2024 · For the accurate acquisition of the CSI, pilot contamination and feedback overhead need to be solved, before mMIMO can be fully integrated into future 5G wireless systems. Although good progress has recently been made in both directions, there is still a need for more research to be conducted on this area.
CSI Feedback with Autoencoders - MATLAB & Simulink
WebSep 3, 2024 · Refer Fig 1. Fig 1:- CSi-MeasConfig (used for beam mobility) and measConfig (used for cell mobility) Fig 2: Main IE’s under meas configuration. After doing the measurement on the configured ... WebApr 28, 2024 · This paper compares two practical explicit CSI feedback schemes, based on time domain compression and principal component analysis (PCA), against state-of-the-art CSI feedback from NR Rel.... terminal apa artinya
AI Enlightens Wireless Communication: Analyses, …
WebJun 1, 2024 · , A survey on non-orthogonal multiple access for 5G networks: Research challenges and future trends, IEEE J. Sel. Areas Commun. 35 (10) (2024) 2181 – 2195. Google Scholar Digital Library [6] Ding Z., Yang Z., Fan P., Poor H.V., On the performance of non-orthogonal multiple access in 5G systems with randomly deployed users, IEEE WebThis paper proposes a DL-based solution for CSI feedback improvement in 5G-based communication systems. The availability of information about the colorful characteristics of the communication channels has a fundamental impact on many transmission features in most modern radio-access technologies [21]. This framework of information can vary from WebCSI Feedback with Autoencoders This example uses: 5G Toolbox This example shows how to use an autoencoder neural network to compress downlink channel state information (CSI) over a clustered delay line (CDL) channel. CSI feedback is in the form of a raw channel estimate array. Introduction terminal antas