IEEE International Conference on Computer Communications
17–20 May 2023 // New York area // USA

Workshop on Deep Learning for Wireless Communications, Sensing, and Security (DeepWireless)

Workshop on Deep Learning for Wireless Communications, Sensing, and Security (DeepWireless)

Organized in conjunction with

IEEE International Conference on Computer Communications, 17-20 May 2023




Morning Sessions:

Welcome and Opening

8:00-8:10 EDT


Keynote I

8:10-9:10 EDT

Professor Kaushik Chowdhury, Northeastern University, USA

Title: RF Fingerprinting: Challenges and Experiences in Real-world Applications


Technical Session I: Deep Learning for Wireless Security

09:10 -10:30 EDT

Federated Radio Frequency Fingerprinting with Model Transfer and Adaptation

A Noise-Robust Radio Frequency Fingerprint Identification Scheme for Internet of Things Devices

Keep It Simple: CNN Model Complexity Studies for Interference Classification Tasks

A GAF and CNN based Wi-Fi Network Intrusion Detection System


Virtual Coffee Break

10:30-11:00 EDT


Technical Session II: Deep Learning for Wireless Applications

11:00-11:40 EDT

WiWm-EP: Wi-Fi CSI-based Wheat Moisture Detection Using Equivalent Permittivity

ADAPTER: A DRL-based Approach to Tune Routing in WSNs



Afternoon Sessions:

Keynote II

14:00-15:00 EDT

Professor Walid Saad, Virginia Tech, USA

Title: Understand Me If You Can: Reasoning Foundations of Semantic Communication Networks


Technical Session III: Deep Learning for 5G Communications

15:00-17:00 EDT

RIS-Empowered MEC for URLLC Systems with Digital-Twin-Driven Architecture

Multi-Agent Deep Reinforcement Learning for the Access Point Activation Strategy in Cell-Free Massive MIMO Networks

Untrained Neural Network based Bayesian Detector for OTFS Modulation Systems

Recurrent Neural Network Based RACH Scheme Minimizing Collisions in 5G and Beyond Networks

Shallow Neural Networks for Channel Estimation in Multi-Antenna Systems

Gold Patrons

Bronze Patrons

Student Travel Grant Sponsors

Local Organizer