research
∙
09/03/2023
Large AI Model Empowered Multimodal Semantic Communications
Multimodal signals, including text, audio, image and video, can be integ...
share
research
∙
08/29/2023
LAMBO: Large Language Model Empowered Edge Intelligence
Next-generation edge intelligence is anticipated to bring huge benefits ...
research
∙
07/21/2023
Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning
To alleviate the shortage of computing power faced by clients in trainin...
research
∙
07/07/2023
Large AI Model-Based Semantic Communications
Semantic communication (SC) is an emerging intelligent paradigm, offerin...
research
∙
05/05/2023
Over-the-Air Federated Averaging with Limited Power and Privacy Budgets
To jointly overcome the communication bottleneck and privacy leakage of ...
research
∙
12/26/2022
Beyond 5G Networks: Integration of Communication, Computing, Caching, and Control
In recent years, the exponential proliferation of smart devices with the...
research
∙
10/27/2022
Joint Optimization of Deployment and Trajectory in UAV and IRS-Assisted IoT Data Collection System
Unmanned aerial vehicles (UAVs) can be applied in many Internet of Thing...
research
∙
08/16/2022
Secrecy Performance Analysis of RIS-aided Communication System with Randomly Flying Eavesdroppers
In this letter, we analyze the secrecy performance of a reconfigurable i...
research
∙
05/27/2022
Task-load-Aware Game-Theoretic Framework for Wireless Federated Learning
Federated learning (FL) has been proposed as a popular learning framewor...
research
∙
02/24/2022
Joint Program Partitioning and Resource Allocation for Completion Time Minimization in Multi-MEC Systems
This paper considers a practical mobile edge computing (MEC) system, whe...
research
∙
10/13/2021
Statistical CSI-Based Transmission Design for Reconfigurable Intelligent Surface-aided Massive MIMO Systems with Hardware Impairments
We consider a reconfigurable intelligent surface (RIS)-aided massive mul...
research
∙
09/23/2021
Learning-Based Path Planning for Long-Range Autonomous Valet Parking
In this paper, to reduce the congestion rate at the city center and incr...
research
∙
08/17/2021
Two-Timescale Design for Reconfigurable Intelligent Surface-Aided Massive MIMO Systems with Imperfect CSI
This paper investigates the two-timescale transmission design for reconf...
research
∙
08/09/2021
Multi-User Cooperative Computation Framework Based on Bertrand Game
In this paper, a multi-user cooperative computing framework is applied t...
research
∙
07/16/2021
Ergodic Rate Analysis of Reconfigurable Intelligent Surface-Aided Massive MIMO Systems with ZF Detectors
This letter investigates the reconfigurable intelligent surface (RIS)-ai...
research
∙
07/12/2021
Reconfigurable Intelligent Surface-Aided MISO Systems with Statistical CSI: Channel Estimation, Analysis and Optimization
This paper investigates the reconfigurable reflecting surface (RIS)-aide...
research
∙
06/03/2021
Matching-Theory-Based Multi-User Cooperative Computing Framework
In this paper, we propose a matching theory based multi-user cooperative...
research
∙
03/16/2021
Intelligent Reflecting Surface-aided URLLC in a Factory Automation Scenario
Different from conventional wired line connections, industrial control t...
research
∙
03/16/2021
Reconfigurable Intelligent Surface aided Massive MIMO Systems with Low-Resolution DACs
We investigate a reconfigurable intelligent surface (RIS)-aided multi-us...
research
∙
02/26/2021
Private and Utility Enhanced Recommendations with Local Differential Privacy and Gaussian Mixture Model
Recommendation systems rely heavily on users behavioural and preferentia...
research
∙
12/23/2020
Secure Wireless Communication in RIS-Aided MISO Systems with Hardware Impairments
In practice, residual transceiver hardware impairments inevitably lead t...
research
∙
12/13/2020
Statistical CSI-based Design for Reconfigurable Intelligent Surface-aided Massive MIMO Systems with Direct Links
This paper investigates the performance of reconfigurable intelligent su...
research
∙
12/11/2020
Fairness-Oriented Multiple RISs-Aided MmWave Transmission: Stochastic Optimization Approaches
In millimeter wave (mmWave) systems, it is challenging to ensure the rel...
research
∙
10/24/2020
Optimizing Multi-UAV Deployment in 3D Space to Minimize Task Completion Time in UAV-Enabled Mobile Edge Computing Systems
In Unmanned Aerial Vehicle (UAV)-enabled mobile edge computing (MEC) sys...
research
∙
10/18/2020
Sliding Differential Evolution Scheduling for Federated Learning in Bandwidth-Limited Networks
Federated learning (FL) in a bandwidth-limited network with energy-limit...
research
∙
09/23/2020
Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing
An unmanned aerial vehicle (UAV)-aided mobile edge computing (MEC) frame...
research
∙
08/27/2020
Sum Rate Maximization for Intelligent Reflecting Surface Assisted Terahertz Communications
In this paper, an intelligent reflecting surface (IRS) is deployed to as...
research
∙
07/27/2020
A Review on Computational Intelligence Techniques in Cloud and Edge Computing
Cloud computing (CC) is a centralized computing paradigm that accumulate...
research
∙
07/11/2020
Cost Minimization for Cooperative Computation Framework in MEC Networks
In this paper, a cooperative task computation framework exploits the com...
research
∙
06/09/2020
User Cooperation for IRS-aided Secure SWIPT MIMO: Active Attacks and Passive Eavesdropping
In this paper, intelligent reflecting surface (IRS) is proposed to enhan...
research
∙
06/01/2020
Analog Versus Hybrid Precoding for Multiuser Massive MIMO with Quantized CSI Feedback
In this letter, we study the performance of a downlink multiuser massive...
research
∙
05/21/2020
Distributed Resource Scheduling for Large-Scale MEC Systems: A Multi-Agent Ensemble Deep Reinforcement Learning with Imitation Acceleration
We consider the optimization of distributed resource scheduling to minim...
research
∙
05/03/2020
Multi-cell Edge Coverage Enhancement Using Mobile UAV-Relay
Unmanned aerial vehicle (UAV)-assisted communication is a promising tech...
research
∙
04/24/2020
Robust Transmission Design for Intelligent Reflecting Surface Aided Secure Communication Systems with Imperfect Cascaded CSI
In this paper, we investigate the design of robust and secure transmissi...
research
∙
04/21/2020
Spectral and Energy Efficiency of IRS-Assisted MISO Communication with Hardware Impairments
In this letter, we analyze the spectral and energy efficiency of an inte...
research
∙
02/17/2020
Artificial-Noise-Aided Secure MIMO Wireless Communications via Intelligent Reflecting Surface
This paper considers a MIMO secure wireless communication system aided b...
research
∙
01/24/2020
Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks
An online resource scheduling framework is proposed for minimizing the s...
research
∙
12/09/2019
A Novel Cross Entropy Approach for Offloading Learning in Mobile Edge Computing
In this paper, we propose a novel offloading learning approach to compro...
research
∙
11/10/2019
Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing
In this paper, we consider a platform of flying mobile edge computing (F...
research
∙
10/29/2019
Resource Allocation Using Gradient Boosting Aided Deep Q-Network for IoT in C-RANs
In this paper, we investigate dynamic resource allocation (DRA) problems...
research
∙
09/24/2019
Bit-level Optimized Neural Network for Multi-antenna Channel Quantization
Quantized channel state information (CSI) plays a critical role in preco...
research
∙
09/10/2019
Intelligent Reflecting Surface Aided Multigroup Multicast MISO Communication Systems
Intelligent reflecting surface (IRS) has recently been envisioned to off...
research
∙
08/15/2019
Ergodic Rate Analysis of Cooperative Ambient Backscatter Communication
Ambient backscatter communication has shown great potential in the devel...
research
∙
04/08/2019
RL-Based User Association and Resource Allocation for Multi-UAV enabled MEC
In this paper, multi-unmanned aerial vehicle (UAV) enabled mobile edge c...
research
∙
02/08/2019
Energy Efficient Resource Allocation in UAV-Enabled Mobile Edge Computing Networks
In this paper, we consider the sum power minimization problem via jointl...
research
∙
11/19/2018
MIMO Channel Information Feedback Using Deep Recurrent Network
In a multiple-input multiple-output (MIMO) system, the availability of c...
research
∙
10/24/2018
Proportional fairness in wireless powered CSMA/CA based IoT networks
This paper considers the deployment of a hybrid wireless data/power acce...
research
∙
11/21/2017