1032864600 Goto Github PK

alternating-minimization-algorithms-for-hybrid-precoding-in-millimeter-wave-mimo-systems

Simulation codes for "Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO systems," by Xianghao Yu, Juei-Chin Shen, Jun Zhang, and Khaled B. Letaief, IEEE J. Sel. Topics Signal Process., to appear, 2016.

autoencoder-based-communication-system

Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/

awesome-cvpr-paper

CVPR 论文收集，包含但不限于2021、2020、2019、2018、2017文章

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

beam-codebook-optimization-rl

bf-design-with-dl

Beamforming design with deep learning.

cell-free-survey

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.

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

codebook_learning_rl

Deep Reinforcement Learning for mmWave RF Beam Codebook Design.

communication_ebooks

上传一些关于通信的好书，以便不时之需。

deep-ee-opt

Source code for "A Globally Optimal Energy-Efficient Power Control Framework and its Efficient Implementation in Wireless Interference Networks" by Bho Matthiesen, Alessio Zappone, Karl-L. Besser, Eduard A. Jorswieck, and Merouane Debbah, accepted for publication in IEEE Transactions on Signal Processing.

deep-reinforcement-learning-for-dynamic-spectrum-access

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

deepchannellearning4ris

Channel Estimation for Reconfigurable Intelligent Surface via Deep Learning

deepirs

A repository for the DeepIRS project codes

deeplearning-notes

:blue_book: 记录深度学习的学习过程和资料整理，包括计算机视觉CV、Paper解读等...

demixing-tsp

Matlab Codes for J. Dong and Y. Shi, “Nonconvex demixing from bilinear measurements,” IEEE Trans. Signal Process., vol. 66, no. 19, pp. 5152-5166, Oct., 2018.

dequchest_mimo

Numerical implementation of deep quantization for channel estimation in MIMO systems

drl_for_ddbc

Simulation codes for the manuscript "Deep Reinforcement Learning for Distributed Dynamic MISO Downlink-Beamforming Coordination" submitted to IEEE Transactions on Communications

dynamicmultichannelrl

Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel Access in Wireless Networks"

energy-harvesting-ddpg-

Codes for "Deep Deterministic Policy Gradient (DDPG) based Energy Harvesting Wireless Communications"

fate

An Industrial Grade Federated Learning Framework

federated-learning

Federated Learning - PyTorch

federatedrl

fldrl-in-wireless-communication

Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication

fp_d2d

framework-of-robust-transmission-design-for-irs-aided-miso-communications

Simulation code for “A Framework of Robust Transmission Design for IRS-Aided MISO Communications With Imperfect Cascaded Channels,” by G. Zhou, C. Pan, H. Ren, K. Wang and A. Nallanathan,  IEEE Transactions on Signal Processing, vol. 68, pp. 5092-5106, 2020.

grouping-optimization-based-hybrid-beamforming-for-multiuser-mmwave-massive-mimo-systems

This one is about the paper and the code of "Grouping optimization based hybrid beamforming for multiuser MmWave massive MIMO systems".

hpv4g

hpv seckill 约苗 疫苗秒杀 :girl: :syringe:

icassp2021