Stars
Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
KB-aware multimodal RAG: hybrid dense/sparse/visual retrieval and citation-grounded answers, self-hosted.
Source code for the following paper: Y. Cho, J. Choi, and B. L. Evans, "Coordinated Multicell Beamforming and Power Allocation for Massive MIMO with Low-Resolution ADC/DAC", Proc. IEEE Int. Conf. o…
Implementation of SAC and TD3 based on various RNN and Transformer.
MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
[IEEE WCNC] Deep Reinforcement Learning for Secrecy Energy-Efficient UAV Communication with Reconfigurable Intelligent Surfaces
Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space
Implementation of Hybrid Implicit Q-Learning (H-IQL), to the best of my knowledge, the first offline RL algorithm that supports hybrid action spaces (discrete + continuous). H-IQL extends Implicit …
PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning
Dynamic hybrid precoding via Stiefel manifold tracking for mmWave massive MIMO.
This repo contains all the scripts and codes for 6G hybrid beamforming using 1D-CNN-LSTM
Energy-efficient 5 G demo: MATLAB scripts recreate Massive-MIMO coverage, beamforming, return-loss, and sleep-mode savings, plus a hybrid 15 kWp PV + 5 kW biomass model delivering 98 % renewable po…
DeepMIMO (v2 & v3 Matlab) Dataset Framework for mmWave and massive MIMO Research
The Matlab Simulation codes for Hybrid Beamforming for Millimeter Wave Systems Using the MMSE Criterion.
Beamforming design with deep learning.
This repositry is all about building up wireless communication channel model for generating channel data and perform ML channel prediction algorithms
Codes for IEEE TCOM paper "Partially-Connected Hybrid Beamforming Design for Integrated Sensing and Communication Systems"
Partially-Connected Hybrid Beamforming for Spectral Efficiency Maximization via a Weighted MMSE Equivalence
Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0
Code for the paper "Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition"
Spatially Separable Attention Transformer Network implemented in Pytorch
MATLAB Sim for IEEE Paper: "Hybrid Precoder Design for mmWave Massive MIMO Systems with Partially Connected Architecture'
Partial implementation of the research paper "Sohrabi, Foad, & Yu, Wei (2016). Hybrid Digital and Analog Beamforming Design for Large-Scale Antenna Arrays" in Python.