Task-oriented communication for edge video analytics
With the development of artificial intelligence (AI) techniques and the increasing popularity
of camera-equipped devices, many edge video analytics applications are emerging, calling …
of camera-equipped devices, many edge video analytics applications are emerging, calling …
Semantic Communication: A Survey of Its Theoretical Development
In recent years, semantic communication has received significant attention from both
academia and industry, driven by the growing demands for ultra-low latency and high …
academia and industry, driven by the growing demands for ultra-low latency and high …
AI and Deep Learning for THz Ultra-Massive MIMO: From Model-Driven Approaches to Foundation Models
In this paper, we explore the potential of artificial intelligence (AI) to address the challenges
posed by terahertz ultra-massive multiple-input multiple-output (THz UM-MIMO) systems. We …
posed by terahertz ultra-massive multiple-input multiple-output (THz UM-MIMO) systems. We …
Deep Learning-Based Adaptive Joint Source-Channel Coding using Hypernetworks
Deep learning-based joint source-channel coding (DJSCC) is expected to be a key
technique for {the} next-generation wireless networks. However, the existing DJSCC …
technique for {the} next-generation wireless networks. However, the existing DJSCC …
Opportunistic Information-Bottleneck for Goal-Oriented Feature Extraction and Communication
The Information Bottleneck (IB) method is an information theoretical framework to design a
parsimonious and tunable feature-extraction mechanism, such that the extracted features …
parsimonious and tunable feature-extraction mechanism, such that the extracted features …
Task-Oriented Communication for Vehicle-to-Infrastructure Cooperative Perception
Vehicle-to-infrastructure (V2I) cooperative perception plays a crucial role in autonomous
driving scenarios. Despite its potential to improve perception accuracy and robustness, the …
driving scenarios. Despite its potential to improve perception accuracy and robustness, the …
Semantic information theory: Recent advances and future challenges
G **n, P Fan, KB Letaief - 2023 - preprints.org
In recent years, semantic communication has received significant attention from both
academia and industry, driven by the growing demands for ultra-low latency and high …
academia and industry, driven by the growing demands for ultra-low latency and high …
Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck
Task-oriented communication aims to extract and transmit task-relevant information to
significantly reduce the communication overhead and transmission latency. However, the …
significantly reduce the communication overhead and transmission latency. However, the …
Task-Oriented Communications for Connected Intelligence at the Wireless Network Edge
J Shao - 2023 - search.proquest.com
Wireless communication technologies have revolutionized our everyday lives, and the
recent development of 5G networks further fuels tremendous innovation in mobile …
recent development of 5G networks further fuels tremendous innovation in mobile …