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2021_naic_autoencoder

2021年全国人工智能大赛：AI+无线通信（初赛）

4t4r

acrnet

This is an implementation of ACRNet for results reproduction on COST2100

ann

semantic segmentation，pytorch，non-local

attention_based_neural_networks_for_wireless_channel_estimation

Code for the paper Attention Based Neural Networks for Wireless Channel Estimation HA02

bcsinet

This is an implementation of BCsiNet for results reproduction on COST2100

bi-directional-channel-reciprocity

Python code and related materials for DualNet and U2D

channel_estimation_cgan

Channel Estimation for One-Bit Multiuser Massive MIMO Using Conditional GAN

chnet

clnet

Code of the paper, CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI Feedback

comnet-ofdm

Implemention of ComNet

crnet

Channel Reconstruction Network implemented in PyTorch

cs-books-pdf

编程电子书pdf，计算机常用电子书整理（高质量/附下载链接）包括 Java, Python, Linux, Go, C, C++, 数据结构与算法, AI人工智能, 计算机基础, 面试, 设计模式, 数据库, 前端等编程书籍。

csinet-quant

Repo for CsiNet-Quant -- Soft quantization for entropy-regularized DL CSI estimation

csinetplus

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dl-based-csi-feedback-sampledl-method

This simulation code package is mainly used to reproduce the results of the paper "Compressive Sampled CSI Feedback Method Based on Deep Learning for FDD Massive MIMO Systems" in IEEE Transactions on Communications, vol. 69, no. 9, 2021, pp. 5873-5885..

dl-dsc-fdd-massive-mimo

Deep Learning for Distributed Channel Feedback and Multiuser Precoding in FDD Massive MIMO.

dualnet-mp

The model DualNet-MP is included in this repository. The original model described in ”Deep Learning Phase Compression for MIMO CSI Feedback by Exploiting FDD Channel Reciprocity,” IEEE Wireless Communications Letters, 2021. The updated online version [Online]. Available: https://arxiv.org/pdf/2103.00432.pdf

html

hyperrnn

Code for the paper: HyperRNN: Deep Learning-Aided Downlink CSI Acquisition via Partial Channel Reciprocity for FDD Massive MIMO

hyperrnn-1

interpolation-resnet

Invited paper for WSA 2021

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

lista-ce

Adaptive Channel Estimation Based on Model-Driven Deep Learning for Wideband mmWave Systems, GLOBECOM 2021 (Tensorflow Code)

model-driven-hybrid-channel-estimation

Codes for paper Model-Driven Deep Learning Based Channel Estimation and Feedback for Millimeter-Wave Massive Hybrid MIMO Systems

ns3-lec-project

泛在无线网络团队NS3培训

ota-gan-mimo-ce

Implementation of "Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation"

python_csinet

Python code for "Deep Learning for Massive MIMO CSI Feedback"

pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results