Research

On Going Research

• Generative AI
  • GPT for Research: Literature searching, problem solving, and coding
    
  • Generative AI enabled Semantic Communication (ppt, demo)
  • AIGC Tutorial, (Video) 
  • The Role of ChatGPT in Advancing Academic Research,  (Video)
  • Bayesian Nonparametric Classification and Applications
  • Deep Learning

• Federated Learning and Analysis
  • LotusFA: a Federated Analytics System for Federated Learning of Watermarked Data (Video)
  • Federated Learning in Mobile Edge
  • Computing Federated Learning and Analysis in Mobile Edge Computing, (Video)

• Quantum Computing
  • Hybrid Quantum and Classic Computing to Solve Optimization and Machine Learning Problems for Future Networking (One-hour Version)
  • Hybrid Quantum-Classical Computing for Future Network Optimization (Two-hour Version), (Video)
  • HQC-Bend: A Python Package of Hybrid Quantum-Classical Benders’ Decomposition (Software Package, Video)

• Reconfigurable Intelligent Surface
  • Reconfigurable Holographic/Intelligent Surface (3 hour, 1 hour, Video, DEMO)
  • MetaEverything: Intelligent MetaMaterial Aided Sensing and Communications
  • MetaSensing: Reconfigurable Intelligent Surface Assisted RF Sensing and Localization, (Video)
  • Holographic Radio: A New Paradigm for Ultra-Massive MIMO

• Integrated Sensing and Communication (ISAC)
  • Demo (ppt, video)
  • ISAC for 6G: Waveform Design, Resource Allocation, Application and Prototype Demo (Video)

• Aerial Access Networks
  • Space-Air-Gound Integration Network Demo (Poster, video)
  • Aerial Access Networks for 6G: From UAV, HAP, to Satellite Communication Networks (3 Hours Tutorial), (Video)
  • Aerial Access Networks for 6G: From UAV, HAP, to Satellite Communication Networks (1 Hour Talk)
  • A Brief Introduction to the LEO Satellite Constellations, (Video) 

• Unmanned Air Vehicle
  • UAV Communications in 5G and Beyond: Integration of Sensing, Communication, and Learning
  • UAV Applications over Cellular Networks: Sensing, Communication, and Learning
  • Short tutorial

• Delay Analysis
  • Modern Delay Analysis for Networking: From MCMC, Martingale, Stochastic Network Calculus, Lyapunov to Age of Information, (Video)

• Distributionally Robust Optimization
  • One-hour version, (Video)
  • Three-hour version

• Mean Field Game
  • Mean Field Game Tutorial, Video
  • Mean Field Games Guided Machine Learning in Distributed Systems, Video

• Game Theory in Wireless and Communication Networks: Theory, Models, and Applications
• • Part 1 (Noncooperative Game)
  • Part 2 (Bayesian Game)
  • Part 3 (Differential Game)
  • Part 4 (Evolutional Game)
  • Part 5 (Cooperative Game)
  • Part 6 (Auction Theory)
  • Part 7 (Matching Theory)
  • Part 8 (Contract Theory)

• BigData
  • Big Data In Smart Grid
  • Big Data Optimization for Modern Communication Networks
  • Multi-Block ADMM for Big Data Optimization in Smart Grid
  • Compressive Sensing For Lidar and Cognitive Radio Applications
  • Big Data Signal Processing for Communication Networks
  • Big Data Analysis and Cross-Layer Optimization for Communication, Caching and Computing Networks, (Video)
  • AI Transforming the Past and Future of Oil & Gas: Enhanced Sub-surface Imaging and Carbon Monitoring, with Data-Driven Optimization and Machine Learning

• Security and Privacy
  • Secure Computing with Privacy Preservation for Cyber-Physical Systems, (Video (Password: ComSoc#TCCN20))
  • Cryptoeconomics: Economic Mechanisms Behind Blockchains, (Video)
  • Cryptoeconomics: Economic Mechanisms Behind Blockchains (Updated)

• Wireless Physical Layer Security
  • Short
  • Long

• RF Energy Harvesting
  • A survey of wireless charging technologies
  • Unmanned Wireless Charging Vehicle – Video
  • Wireless RF charging Vehicle for Sensor Networks – Video
  • RF Energy Harvesting Cognitive Radio – Video 1
  • RF Energy Harvesting Cognitive Radio – Video 2

• Smart Grid And Carbon Neutralization
  • Tutorials: Short, Long
  • Bad Data Injection in Smart Grid: Attack and Defense Mechanisms
  • Distributed Deep Reinforcement Learning for Renewable Energy
  • AI-Driven Decarbonization for Energy Systems, (Video)

• 5G communications and systems
  • Distributed Resource Allocation for 5G Communication Systems
  • Femtocells: From the Perspective of Development
  • Full-duplex Communication and Networks
  • Non-Orthogonal Multiple Access

• Device-to-Device (D2D) Communication
  • D2D website
  • D2D Communication Tutorial

• Hypergraph Theory
  • Hypergraph Theory for Wireless Networking

• Optimization
  • Optimization Tutorial
  • An Overview of Dynamic Programming

• Others
  • Cooperative Game Theory for Cognitive Radio
  • Quickest Detection and Its Applications
  • Location, Localization, and Localizability
  • Belief Propagation for Cognitive Radio Security
  • Multi-armed Bandit and Its Application in Wireless Applications, (Video)
  • Stochastic Network Calculus
  • Basics of Martingale Theory

REU Video Presentation

• • Physical Layer Security
  • Car Torrent
  • Cognitive Radio
  • Coalition Game
  • Cooperative Transmission
  • Compressive Sencing

USRP2 Tutorial

• Slides
  • USRP2 Presentation
• Videos
• • Part 1
• • Part 2
• • Part 3
• • Part 4
• • Part 5
• • Part 6
• • Part 7