Institute for the Wireless Internet of Things (WIoT) reposted this
Thrilled to share that our paper "TwiNet: Connecting Real World Networks to their Digital Twins Through a Live Bidirectional Link" has been accepted at IEEE Global Communications Conference (GLOBECOM) 2024. In this work, we introduce TwiNet, a pioneering solution for integrating real-world wireless spectrum environments with their Digital Twin counterparts through a bidirectional, near-realtime link. Leveraging the MQTT protocol, TwiNet enables data transfer at an average latency of 14 ms, making it ideal for real-time communication and network optimization. Our evaluations demonstrate TwiNet's effectiveness in two scenarios: (i) enhancing Safe Adaptive Data Rate (SADR) systems by assessing and improving network configurations, yielding a 15% performance boost, and (ii) rapid deployment of CNNs to counteract jamming, achieving up to 97% accuracy and model deployment in as little as 2 minutes. TwiNet represents a significant leap in responsive and adaptive Digital Twin applications, addressing key challenges in modern wireless communication. A special thanks to the the National Telecommunications and Information Administration (NTIA) and the Institute for the Wireless Internet of Things (WIoT) for helping fund this project. We're looking forward to presenting this work in December. Co-Authors: Andrea Lacava, Pedram Johari, Francesca Cuomo, and Tommaso Melodia arXiv Link: https://lnkd.in/edmugxkZ #DigitalTwins #Wireless