6 papers
Learning to Speak on Behalf of a Group: Medium Access Control for Sending a Shared Message
Shaan ul Haque, Siddharth Chandak, Federico Chiariotti +2
The rapid development of Internet of Things (IoT) technologies has not only enabled new applications, but also presented new challenges for reliable communication with limited reso…
A Theory of Semantic Communication
Yulin Shao, Qi Cao, Deniz Gunduz
Semantic communication is an emerging research area that has gained a wide range of attention recently. Despite this growing interest, there remains a notable absence of a comprehe…
Cache-Aided Variable-Length Coding with Perfect Privacy
Amirreza Zamani, Mikael Skoglund
A cache-aided compression problem with perfect privacy is studied, where a server has access to a database of files, , each of size bits. The server is conne…
Over-the-Air Learning-based Geometry Point Cloud Transmission
Chenghong Bian, Yulin Shao, Deniz Gunduz
This paper presents novel solutions for the efficient and reliable transmission of point clouds over wireless channels for real-time applications. We first propose SEmatic Point cl…
BSAC-CoEx: Coexistence of URLLC and Distributed Learning Services via Device Selection
Milad Ganjalizadeh, Hossein Shokri Ghadikolaei, Deniz Gündüz +1
Recent advances in distributed intelligence have driven impressive progress across a diverse range of applications, from industrial automation to autonomous transportation. Neverth…
Deep Joint Source-Channel Coding for Adaptive Image Transmission over MIMO Channels
Haotian Wu, Yulin Shao, Chenghong Bian +2
This paper introduces a vision transformer (ViT)-based deep joint source and channel coding (DeepJSCC) scheme for wireless image transmission over multiple-input multiple-output (M…