9 papers
Dynamic XR Rendering Offloading Based on Feature-Based Quality Assessment
Sige Liu, Zhe Wang, Lavish Kamal Kumar +1
Extended Reality (XR) applications demand intensive computation and low latency, especially for real-time rendering tasks. In this letter, we present an edge-aided XR rendering tes…
Semi-Supervised Goal-Oriented Semantic Communication Framework for Foreground Classification
Zhitong Ni, Yansha Deng, Jinhong Yuan
Wireless goal-oriented semantic communication (GSC) has emerged as a promising paradigm by directly optimizing task performance. However, existing GSC frameworks typically operate…
Goal-Oriented Framework for Optical Flow-based Multi-User Multi-Task Video Transmission
Yujie Xu, Shutong Chen, Nan Li +3
Efficient multi-user multi-task video transmission is an important research topic within the realm of current wireless communication systems. To reduce the transmission burden and…
Guaranteed Image Classification via Goal-oriented Joint Semantic Source and Channel Coding
Wenchao Wu, Min Qiu, Yansha Deng +1
To enable critical applications such as remote diagnostics, image classification must be guaranteed under bandwidth constraints and unreliable wireless channels through joint sourc…
Goal-oriented Semantic Communications for Metaverse Construction via Generative AI and Optimal Transport
Zhe Wang, Nan Li, Yansha Deng +1
The emergence of the metaverse has boosted productivity and creativity, driving real-time updates and personalized content, which will substantially increase data traffic. However,…
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences
Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi +132
This white paper discusses the role of large-scale AI in the telecommunications industry, with a specific focus on the potential of generative AI to revolutionize network functions…