Metaverse, Digital Twins, and Extended Reality

This page provides key resources on the research results developed by our group with respect to the metaverse, digital twins, and extended reality.

Journals:

Conference Publications:

  1. O. Hashash, C. Chaccour, and W. Saad, "Edge Continual Learning for Dynamic Digital Twins over Wireless Networks", in Proc. 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communications, Special Session on Intelligence and Processing at the Edge for Next Generation Networks, Oulu, Finland, June 2022.

  2. Y. Wang, M. Chen, Z. Yang, W. Saad, T. Luo, H. V. Poor, and S. Cui, "Meta-Reinforcement Learning for Immersive Virtual Reality over THz/VLC Wireless Networks", Proc. of the IEEE International Conference on Communications (ICC), Mobile and Wireless Networks Symposium, Montreal, Canada, June 2021.

  3. C. Chaccour and W. Saad, "On the Ruin of Age of Information in Augmented Reality over Wireless Terahertz (THz) Networks", in Proc. of the IEEE Global Communications Conference (GLOBECOM), Communication QoS, Reliability and Modeling Symposium, Taipei, Taiwan, December 2020.

  4. C. Chaccour, M. Naderi Soorki, W. Saad, M. Bennis, and P. Popovski, "Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces", in Proc. of the IEEE International Conference on Communications (ICC), Next-Generation Networking and Internet Symposium, Dublin, Ireland, June 2020.

  5. M. Chen, O. Semiari, W. Saad, X. Liu, and C. Yin, "Federated Deep Learning for Immersive Virtual Reality over Wireless Networks", in Proc. of the IEEE Global Communications Conference (GLOBECOM), Cognitive Radio and AI-Enabled Networks Symposium, Waikoloa, HI, USA, December 2019.

  6. C. Chaccour, R. Amer, B. Zhou, and W. Saad, "On the Reliability of Wireless Virtual Reality at Terahertz (THz) Frequencies", in Proc. of 10th IFIP International Conference on New Technologies, Mobility and Security (NTMS), Mobility & Wireless Networks Track, Canary Islands, Spain, June 2019. Best Paper Award.

  7. M. Chen, W. Saad, and C. Yin, "Liquid State based Transfer Learning for 360 Image Transmission in Wireless VR Networks", in Proc. of the IEEE International Conference on Communications (ICC), Cognitive Radio and Networks Symposium, Shanghai, China, May 2019.

  8. M. Chen, W. Saad, and C. Yin, "Deep Learning for 360 Content Transmission in UAV-Enabled Virtual Reality", in Proc. of the IEEE International Conference on Communications (ICC), Next-Generation Networking and Internet Symposium, Shanghai, China, May 2019.

  9. M. Chen, W. Saad, and C. Yin, "Echo State Learning for Wireless Virtual Reality Resource Allocation in UAV-enabled LTE-U Networks", in Proc. of the IEEE International Conference on Communications (ICC), Cognitive Radio Networking Symposium, Kansas City, MO, USA, May 2018.

  10. M. Chen, W. Saad, and C. Yin, "Resource Management for Wireless Virtual Reality: Machine Learning Meets Multi-Attribute Utility", in Proc. of the IEEE Global Communications Conference (GLOBECOM), Mobile and Wireless Networks Symposium, Singapore, December 2017.

  11. M. Chen, W. Saad, C. Yin, and M. Debbah, "Echo State Transfer Learning for Data Correlation Aware Resource Allocation in Wireless Virtual Reality", in Proc. of the 51st Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, November 2017.