无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
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Updated
Jul 26, 2023
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
Simulation of Digital Communication (physical layer) in Python.
Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0
A simple example with how hybrid beamforming is employed at the transmit end of a massive MIMO communications system.
Realization of MIMO-NOMA signal detection system based on **C. Lin et al., “A deep learning approach for MIMO-NOMA downlink signal detection,” MDPI Sensors, vol. 19, no. 11, pp. 2526, 2019.
Channel Estimation for MIMO OFDM Systems (LSE& MMSE)
Simulation code for "T. Fath and H. Haas, Performance Comparison of MIMO Techniques for Optical Wireless Communications in Indoor Environments, in IEEE Transactions on Communications, vol. 61, no. 2, pp. 733-742, February 2013."
Official implementation of "RE-MIMO: Recurrent and Permutation Equivariant Neural MIMO Detection" paper.
Subspace methods for MIMO system identification
A Report on Model Predictive Control Implementation
Numerical simulation platform to evaluate the perfomances of a 480 Gb/s optical coherent communication system using different advanced technologies deployed in optical networks, including MIMO equalization techniques.
Source code for the EMNLP 2019 paper "Multi-Input Multi-Output Sequence Labeling for Joint Extraction of Fact and Condition Tuples from Scientific Text" (给定科研文本如生物医药文献,联合抽取其中事实三元组、条件三元组,即对文献进行信息结构化)
Repository for the models and code used in "UE Tracking Beamforming using a MIMO Software-Defined Radio" MSc project.
Some teaching materials about MIMO in Communications.
We have proposed a novel pilot decontamination scheme which combines the two existing schemes: SPRS and WGC-PD scheme.
Simulation code for "Achievable Rate Maximization for Underlay Spectrum Sharing MIMO System with Intelligent Reflecting Surface," by V. Kumar, M. F. Flanagan, R. Zhang, and L. -N. Tran, IEEE Wireless Communications Letters, 2022, doi: 10.1109/LWC.2022.3180988.
6G and Security repository for telecommunications and AI research. We will share our implementations and publications in 5G and beyond technology, 6G, Security, Machine learning on 6G, Massive MIMO, THz communication and communication networks.
Matlab codes for the paper "Deep-Learning Based Linear Precoding for MIMO Channels with Finite-Alphabet Signaling" by Max Girnyk, Physical Communication, vol. 48, 101402, Oct. 2021.
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