Analysis on unit maximum capacity of orthogonal multiple watermarking for multimedia signals in B5G wireless communications
February 2024
Beyond-5G (B5G) aims to meet the growing demands of mobile traffic and expand the communication space. Considering that intelligent applications to B5G wireless communications will involve security...
Share article
UAV-assisted cooperative offloading energy efficiency system for mobile edge computing
February 2024
Reliable communication and intensive computing power cannot be provided effectively by temporary hot spots in disaster areas and complex terrain ground infrastructure. Mitigating this has greatly developed...
Share article
Resource allocation for D2D-assisted haptic communications
February 2024
Haptic communications is recognized as a promising enabler of extensive services by enabling real-time haptic control and feedback in remote environments, e.g., teleoperation and autonomous driving....
Share article
Hadoop-based secure storage solution for big data in cloud computing environment
February 2024
In order to address the problems of the single encryption algorithm, such as low encryption efficiency and unreliable metadata for static data storage of big data platforms in the cloud computing environment,...
Share article
Reinforcement learning based edge computing in B5G
February 2024
The development of communication technology will promote the application of Internet of Things, and Beyond 5G will become a new technology promoter. At the same time, Beyond 5G will become one of the...
Share article
Channel assignment and power allocation for throughput improvement with PPO in B5G heterogeneous edge networks
February 2024
In Beyond the Fifth Generation (B5G) heterogeneous edge networks, numerous users are multiplexed on a channel or served on the same frequency resource block, in which case the transmitter applies coding...
Share article
An artificial intelligence diabetes management architecture based on 5G
February 2024
Along with the development of 5G network and Internet of Things technologies, there has been an explosion in personalized healthcare systems. When the 5G and Artificial Intelligence (AI) is introduced...
Share article
Intelligent reflecting surface for sum rate enhancement in MIMO systems
February 2024
The research for the Intelligent Reflecting Surface (IRS) which has the advantages of cost and energy efficiency has been studied. Channel capacity can be effectively increased by appropriately setting...
Share article
EDSUCh: A robust ensemble data summarization method for effective medical diagnosis
February 2024
Identifying rare patterns for medical diagnosis is a challenging task due to heterogeneity and the volume of data. Data summarization can create a concise version of the original data that can be used...
Share article
SHT-based public auditing protocol with error tolerance in FDL-empowered IoVs
February 2024
With the intelligentization of the Internet of Vehicles (IoVs), Artificial Intelligence (AI) technology is becoming more and more essential, especially deep learning. Federated Deep Learning (FDL) is...
Share article
A credibility-aware swarm-federated deep learning framework in internet of vehicles
February 2024
Although Federated Deep Learning (FDL) enables distributed machine learning in the Internet of Vehicles (IoV), it requires multiple clients to upload model parameters, thus still existing unavoidable...
Share article
Feature extraction for machine learning-based intrusion detection in IoT networks
February 2024
A large number of network security breaches in IoT networks have demonstrated the unreliability of current Network Intrusion Detection Systems (NIDSs). Consequently, network interruptions and loss of...
Share article
QoE oriented intelligent online learning evaluation technology in B5G scenario
February 2024
Students' demand for online learning has exploded during the post-COVID-19 pandemic era. However, due to their poor learning experience, students' dropout rate and learning performance of online learning...
Share article
Optimization-based mode selection scheme for OAM millimeter wave system in the off-axis misalignment case
February 2024
Millimeter-wave transmission combined with Orbital Angular Momentum (OAM) has the advantage of reducing the loss of beam power and increasing the system capacity. However, to fulfill this advantage,...
Share article
A blockchain based privacy-preserving federated learning scheme for Internet of Vehicles
February 2024
The application of artificial intelligence technology in Internet of Vehicles (IoV) has attracted great research interests with the goal of enabling smart transportation and traffic management. Meanwhile,...
Share article
NFA: A neural factorization autoencoder based online telephony fraud detection
February 2024
The proliferation of internet communication channels has increased telecom fraud, causing billions of euros in losses for customers and the industry each year. Fraudsters constantly find new ways to...
Share article
Physical-layer security in MU-MISO downlink networks against potential eavesdroppers
Available online 29 February 2024
Recently, wireless security has been highlighted as one of the most important techniques for 6G mobile communication systems. Many researchers have tried to improve the Physical-Layer Security (PLS)...
Share article
High-speed encrypted traffic classification by using payload features
Available online 28 February 2024
Traffic encryption techniques facilitate cyberattackers to hide their presence and activities. Traffic classification is an important method to prevent network threats. However, due to the tremendous...
Share article
An analytical framework for the incorporation of non-orthogonal pilots in massive MIMO systems
Available online 28 February 2024
Training-based cellular communication systems use orthogonal pilot sequences to limit pilot contamination. However, the orthogonality constraint imposes a certain pilot length, and therefore, in communication...
Share article
APFed: Adaptive personalized federated learning for intrusion detection in maritime meteorological sensor networks
Available online 9 February 2024
With the rapid development of advanced networking and computing technologies such as the Internet of Things, network function virtualization, and 5G infrastructure, new development opportunities are...
Share article
UAV-assisted MEC offloading strategy with peak AOI boundary optimization: A method based on DDQN
Available online 8 February 2024
In response to the requirements for large-scale device access and ultra-reliable and low-latency communication in the power internet of things, unmanned aerial vehicle-assisted multi-access edge computing...
Share article
Robust beamforming design for energy harvesting efficiency maximization in RIS-aided SWIPT system
Available online 2 February 2024
This paper investigates Energy Harvesting Efficiency (EHE) maximization problems for Reconfigurable intelligent surface (RIS) aided Simultaneous Wireless Information and Power Transfer (SWIPT). This...
Share article
Game-theoretic private blockchain design in edge computing networks
Available online 2 February 2024
Considering the privacy challenges of secure storage and controlled flow, there is an urgent need to realize a decentralized ecosystem of private blockchain for cyberspace. A collaboration dilemma arises...
Share article
Rate distortion optimization for adaptive gradient quantization in federated learning
Available online 1 February 2024
Federated Learning (FL) is an emerging machine learning framework designed to preserve privacy. However, the continuous updating of model parameters over uplink channels with limited throughput leads...
Share article