Tianzheng Miao | Wireless AI & Advanced Low/High PHY Algorithm Development in Cell-free Massive MIMO and Real-world System-level Deployment
Hi! Iβm Tianzheng, working on:
- π‘ Cell-free massive MIMO and 6G wireless systems
- π§ GNN-based precoder design and AI-driven PHY algorithms
- πΆ Real-world CSI acquisition on the Techtile testbed (USRP B210, GNU Radio, UHD)
- π Research papers and technical reports written in LaTeX
This README collects the main experiment codes, LaTeX sources of papers, and research codebases.
βΉοΈ Feel free to star or fork any repo if itβs useful to you.
| Description | Link | Status |
|---|---|---|
| Different modulation techniques experiments on USRP B210s | repo | π’ Ongoing |
| Quantize and Interference Aware | repo | π’ Ongoing |
| GNN-based Precoding | repo | β Finalised |
| Techtile CSI Collection | repo | β Finalised |
| Description | Link | Status |
|---|---|---|
| Progress Report | repo | π‘ Planning |
| Testbed Evaluation of AI-based Precoding in Distributed MIMO Systems | repo | β Finalised |
| GNN-based Precoder Design and Deployment | repo | β Finalised |
| GNN-based Precoder Design and Fine-tuning for Cell-free Massive MIMO with Real-world CSI (SITB Poster) | repo | β Finalised |
| GNN-based Precoder Design and Fine-tuning for Cell-free Massive MIMO with Real-world CSI (SITB Paper) | repo | β Finalised |
| Target-Mounted Intelligent Reflecting Surface for Wireless Sensing (Master Thesis) | repo | β Finalised |
π§ͺ Core research codebases related to cell-free MIMO, CF precoding, and AI-based PHY algorithms.
| Description | Link | Status |
|---|---|---|
| AI-based Distributed Processing in O-RAN Architecture | repo | π‘ Planning |
| Quantization in the fronthaul link and interference aware transmission | repo | π’ Ongoing |
| GNN-based precoding deployment in Techtile (Downlink/Uplink, Pilot, Precoding) | repo | β Finalised |
| GNN-based precoding training and interence | repo | β Finalised |
| Real CSI collection (Techtile Integration, B210 + UHD) | repo | β Finalised |
- π° Cell-free Massive MIMO
- Scalable & distributed processing
- DUβAP cooperation and interference management
- π§ Machine Learning for Communications
- GNN-based precoding and fine-tuning
- Quantization-aware and interference-aware designs
- πΆ Testbed & Implementation
- Techtile testbed (USRP B210, GNU Radio, UHD)
- Real-world CSI measurement and calibration
- π Technical Writing
- LaTeX for theses, project deliverables, and journal/conference papers
- π Affiliation: KU Leuven & Marie SkΕodowska-Curie Actions: EMPOWER-6G Doctoral Network
- π Location: Belgium
- βοΈ Email: (tianzheng.miao@kuleuven.be)
- π GitHub: @Agata872
If you use or build upon these codes or LaTeX projects, a citation or a star β is always appreciated.