research
∙
08/10/2023
Fully-Passive versus Semi-Passive IRS-Enabled Sensing: SNR Analysis
This paper compares the signal-to-noise ratio (SNR) performance between ...
share
research
∙
06/30/2023
Toward Intelligent and Efficient 6G Networks: JCSC Enabled On-Purpose Machine Communications
Driven by the vision of "intelligent connection of everything" toward 6G...
research
∙
03/26/2023
Dimensions of Semantic Coding: Explicit and Implicit
Recent advances in deep learning have led to increased interest in solvi...
research
∙
03/26/2023
Improved Nonlinear Transform Source-Channel Coding to Catalyze Semantic Communications
Recent deep learning methods have led to increased interest in solving h...
research
∙
02/27/2023
Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme
Semantic communications are expected to accomplish various semantic task...
research
∙
11/08/2022
Adaptive Semantic Communications: Overfitting the Source and Channel for Profit
Most semantic communication systems leverage deep learning models to pro...
research
∙
09/27/2022
Timeliness of Information for Computation-intensive Status Updates in Task-oriented Communications
Moving beyond just interconnected devices, the increasing interplay betw...
research
∙
08/04/2022
Communication Beyond Transmitting Bits: Semantics-Guided Source and Channel Coding
Classical communication paradigms focus on accurately transmitting bits ...
research
∙
05/26/2022
Wireless Deep Video Semantic Transmission
In this paper, we design a new class of high-efficiency deep joint sourc...
research
∙
05/19/2022
Service Delay Minimization for Federated Learning over Mobile Devices
Federated learning (FL) over mobile devices has fostered numerous intrig...
research
∙
05/19/2022
Coexistence between Task- and Data-Oriented Communications: A Whittle's Index Guided Multi-Agent Reinforcement Learning Approach
We investigate the coexistence of task-oriented and data-oriented commun...
research
∙
05/19/2022
Dynamic Clustering and Power Control for Two-Tier Wireless Federated Learning
Federated learning (FL) has been recognized as a promising distributed l...
research
∙
05/19/2022
Joint Device Selection and Power Control for Wireless Federated Learning
This paper studies the joint device selection and power control scheme f...
research
∙
05/02/2022
Energy-efficient Caching and Task offloading for Timely Status Updates in UAV-assisted VANETs
Intelligent edge network is maturing to enable smart and efficient trans...
research
∙
03/13/2022
Towards Semantic Communications: A Paradigm Shift
The last seventy years have witnessed the transition of communication fr...
research
∙
12/21/2021
Nonlinear Transform Source-Channel Coding for Semantic Communications
In this paper, we propose a new class of high-efficient deep joint sourc...
research
∙
12/06/2021
Semantic Coded Transmission: Architecture, Methodology, and Challenges
Classical coded transmission schemes, which rely on probabilistic models...
research
∙
05/28/2019
Age Based Task Scheduling and Computation Offloading in Mobile-Edge Computing Systems
To support emerging real-time monitoring and control applications, the t...
research
∙
07/21/2018
