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0-9-ai

这是一个可入门卷积神经网络的简单0-9手写数字识别AI代码。

5gm-beam-selection

Beam-selection for mmWave MIMO using machine learning

catvsdog

我写了详细代码注释，卷积神经网络经典项目猫狗识别kaggle

channel-estimation-for-intelligent-reflecting-surface-assisted-multiuser-communications

This code is for the paper Z. Wang, L. Liu, and S. Cui, "Channel estimation for intelligent reflecting surface assisted multiuser communications: framework, algorithms, and analysis," IEEE Trans. Wireless Commun., vol. 19, no. 10, pp. 6607-6620, Oct. 2020.

deepchannellearning4ris

Channel Estimation for Reconfigurable Intelligent Surface via Deep Learning

fashion-mnist

这是一个入门机器学习/深度学习的小项目，包含随机森林，多层感知器，卷积神经网络，实现了训练可视化，多分类混淆矩阵等计算

intelligent-reflecting-surface-aided-multi-user-mmwave-communications-for-coverage-enhancement

PIMRC paper Reproducible codes

irs-modeling

Simulation code for “Intelligent Reflecting Surfaces: Physics, Propagation, and Pathloss Modeling,” by Özgecan Özdogan, Emil Björnson, Erik G. Larsson, IEEE Wireless Communications Letters, To appear.

irsdiagnosis

MATLAB codes for implementing the diagnostic techniques in "Diagnosis of Intelligent Reflecting Surface in Millimeter-wave Communication Systems". Original article available at https://arxiv.org/abs/2101.03792

mimo-channel-estimation

Simulation code for “A Framework for Training-Based Estimation in Arbitrarily Correlated Rician MIMO Channels with Rician Disturbance” by Emil Björnson and Björn Ottersten, IEEE Transactions on Signal Processing, vol. 58, no. 3, pp. 1807-1820, March 2010.

ml

mycifar255

卷积神经网络算法处理图片识别 最大255个品类。 1，根据tensorflow -cifar10 示例 改进，以便适应更多图片与分类。2，完善打包图片到Bin文件的生成机制

oai-study

OpenAirInterface Code Study and Interpretation

reproduction_of_bals

rtl8812au

RTL8812AU/21AU and RTL8814AU driver with monitor mode and frame injection

sanba-mmwave-sdr

This repository contains the source codes for Side-information-Aided Beam Alignment (SANBA) algorithm for MmWave systems. Both numerical simulation and experimental results are included. The work is accepted by ACM MobiHoc '19

spatial-overlapping-index-based-joint-beam-selection-for-millimeter-wave-multiuser-mimo-systems

This one is about the paper and the code of "Spatial overlapping index based joint beam selection for millimeter-wave multiuser MIMO systems".

svm_mnist_digit_classification

MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.

tensorflow-course

Simple and ready-to-use tutorials for TensorFlow

tensorflow_mnist

Tensorflow/TensorBoard 教程实例

traffic_sign_classify

CNN卷积神经网络 交通标志识别

waifu2x

Image Super-Resolution for Anime-Style Art

wsr-maximization-for-ris-system

This repository contains the source codes for the paper ``Weighted Sum-Rate Maximization for Reconfigurable Intelligent Surface Aided Wireless Networks'' in IEEE Transactions on Wireless Communications.