35 citations · 73 across the 14 of their papers we have counts for
16 papers
SoM-MTM: Synesthesia of Machines (SoM)-Driven Masked Token Model for Cooperative Perception over Packet Loss Channel
Haozhen Li, Rongqing Zhang, Xiang Cheng
To support the large-scale and heterogeneous visual cooperative perception (CP) demands in next-generation mobile networks, intelligent and efficient sensory data transmission is a…
Synesthesia of Machines (SoM)-Empowered Wireless Image Transmission over Complex Dynamic Channel
Haozhen Li, Ruide Zhang, Rongqing Zhang +1
Wireless image transmission underpins diverse networked intelligent services and becomes an increasingly critical issue. Existing works have shown that deep learning-based joint so…
Synesthesia of Machines (SoM)-Aided LiDAR Point Cloud Transmission for Collaborative Perception
Ensong Liu, Rongqing Zhang, Xiang Cheng +1
Collaborative perception enables more accurate and comprehensive scene understanding by learning how to share information between agents, with LiDAR point clouds providing essentia…
Synesthesia of Machines (SoM)-Based Task-Driven MIMO System for Image Transmission
Sijiang Li, Rongqing Zhang, Xiang Cheng +1
To support cooperative perception (CP) of networked mobile agents in dynamic scenarios, the efficient and robust transmission of sensory data is a critical challenge. Deep learning…
AirFogSim: A Light-Weight and Modular Simulator for UAV-Integrated Vehicular Fog Computing
Zhiwei Wei, Chenran Huang, Bing Li +4
Vehicular Fog Computing (VFC) is significantly enhancing the efficiency, safety, and computational capabilities of Intelligent Transportation Systems (ITS), and the integration of…
Multi-Modal Fusion-Based Multi-Task Semantic Communication System
Zengle Zhu, Rongqing Zhang, Xiang Cheng +1
In recent years, there has been significant progress in semantic communication systems empowered by deep learning techniques. It has greatly improved the efficiency of information…
A Survey on Federated Learning in Intelligent Transportation Systems
Rongqing Zhang, Hanqiu Wang, Bing Li +2
The development of Intelligent Transportation System (ITS) has brought about comprehensive urban traffic information that not only provides convenience to urban residents in their…
Robust Two-Stream Multi-Feature Network for Driver Drowsiness Detection
Qi Shen, Shengjie Zhao, Rongqing Zhang +1
Drowsiness driving is a major cause of traffic accidents and thus numerous previous researches have focused on driver drowsiness detection. Many drive relevant factors have been ta…
Towards Adaptive Semantic Segmentation by Progressive Feature Refinement
Bin Zhang, Shengjie Zhao, Rongqing Zhang
As one of the fundamental tasks in computer vision, semantic segmentation plays an important role in real world applications. Although numerous deep learning models have made notab…
Flexible Energy Management Protocol for Cooperative EV-to-EV Charging
Rongqing Zhang, Xiang Cheng, Liuqing Yang
In this paper, we investigate flexible power transfer among electric vehicles (EVs) from a cooperative perspective in an EV system. First, the concept of cooperative EV-to-EV (V2V)…
Truthful Mechanisms for Secure Communication in Wireless Cooperative System
Jun Deng, Rongqing Zhang, Lingyang Song +2
To ensure security in data transmission is one of the most important issues for wireless relay networks, and physical layer security is an attractive alternative solution to addres…
Relay Selection for Bidirectional AF Relay Network with Outdated CSI
Hongyu Cui, Rongqing Zhang, Lingyang Song +1
Most previous researches on bidirectional relay selection (RS) typically assume perfect channel state information (CSI). However, outdated CSI, caused by the the time-variation of…
Capacity Analysis of Bidirectional AF Relay Selection with Imperfect Channel State Information
Hongyu Cui, Rongqing Zhang, Lingyang Song +1
In this letter, we analyze the ergodic capacity of bidirectional amplify-and-forward relay selection (RS) with imperfect channel state information (CSI), i.e., outdated CSI and imp…
Physical Layer Security for Two-Way Untrusted Relaying with Friendly Jammers
Rongqing Zhang, Lingyang song Zhu Han, Bingli Jiao
In this paper, we consider a two-way relay network where two sources can communicate only through an untrusted intermediate relay, and investigate the physical layer security issue…
Performance Analysis of Bidirectional Relay Selection with Imperfect Channel State Information
Hongyu Cui, Rongqing Zhang, Lingyang Song +1
In this paper, we investigate the performance of bidirectional relay selection using amplify-and-forward protocol with imperfect channel state information, i.e., delay effect and c…
Joint Relay and Jammer Selection for Secure Two-Way Relay Networks
Jingchao Chen, Rongqing Zhang, Lingyang Song +2
In this paper, we investigate joint relay and jammer selection in two-way cooperative networks, consisting of two sources, a number of intermediate nodes, and one eavesdropper, wit…