tiantianzhang Goto Github PK

cell-free-book

Book PDF and simulation code for the monograph "Foundations of User-Centric Cell-Free Massive MIMO" by Özlem Tugfe Demir, Emil Björnson and Luca Sanguinetti, published in Foundations and Trends in Signal Processing, 2021.

ddpg-tf2

Deep Deterministic Policy Gradient (DDPG) in Tensorflow 2

dhdrl

Distributed Two-tier DRL Framework for Cell-Free Network: Association, Beamforming and Power Allocation

dl-dsc-fdd-massive-mimo

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

dncnn-pytorch

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

emitter-detection-book

MATLAB code companion to Emitter Detection and Geolocation for Electronic Warfare (Artech House, 2019)

emitter-detection-python

This repository is a port of the MATLAB software companion to Emitter Detection and Geolocation for Electronic Warfare, by Nicholas A. O'Donoughue, Artech House, 2019.

getfilesfromsever

自动化下载文件并进行校验

irs_enhanced-wireless-network_joint-active-and-passive-beamformingdesign_qingqing-wu-and-rui-zhang

paper simulation "Intelligent Reflecting Surface Enhanced Wireless Network_Joint Active and Passive BeamformingDesign" Qingqing Wu and Rui Zhang

irsconfigurationdrl

Source code for "Intelligent Reflecting Surface Configurations for Smart Radio Using Deep Reinforcement Learning", IEEE JSAC.

kymatio_fwsnet

Wavelet scattering transforms in Python with GPU acceleration

lora_rff_models_fl

machine_learning

机器学习相关材料，以及Coursera课程的作业

manual

Source code for https://www.v2ray.com/

multiple-uav-trajectory-and-power-control

Simulation and documentations of Multiple UAV TPC optimization

nelora-sensys

[SenSys 2021] "NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation" by Chenning Li, Hanqing Guo, Shuai Tong, Xiao Zeng, Zhichao Cao, Mi Zhang, Qiben Yan, Li Xiao, Jiliang Wang, Yunhao Liu

o-ran-cell-free

Simulation code for "Cell-Free Massive MIMO in O-RAN: Energy-Aware Joint Orchestration of Cloud, Fronthaul, and Radio Resources," by Özlem Tuğfe Demir, Meysam Masoudi, Emil Björnson, and Cicek Cavdar, IEEE Journal on Selected Areas in Communications

opentldandroid

Open TLD (Predator) algorithm port to Android

ris-miso-deep-reinforcement-learning

Joint Transmit Beamforming and Phase Shifts Design with Deep Reinforcement Learning

ris_codes_collection

A collection contains the codes for RIS(IRS) papers.

uav-ris-drl

uav-ris_eh_ddpg

uncertainty-injection-a-deep-learning-method-for-robust-optimization

This repository hosts the code for our IEEE TWC journal publication "Uncertainty Injection: A Deep Learning Method for Robust Optimization".