Deep learning aided CSI feedback optimization with robust error recovery
Available online 10 November 2025
Driven by the increasing demand for efficient data transmission, massive Multiple-Input Multiple-Output (MIMO) systems have emerged as a key technology for future communication systems. However, effective...
Risk-aware user satisfaction maximization in vehicle-assisted multi-access edge computing offloading: a game-theoretic approach
Available online 10 November 2025
Multi-access Edge Computing (MEC) enhances computational efficiency by enabling resource-constrained User Devices (UD) to offload tasks to edge servers. Compared to traditional edge servers fixed on...
A structured distributed learning framework for irregular cellular spatial-temporal traffic prediction
October 2025
Spatial-temporal traffic prediction technology is crucial for network planning, resource allocation optimizing, and user experience improving. With the development of virtual network operators, multi-operator...
DWT-3DRec: DeepJSCC-based wireless transmission for efficient 3D scene reconstruction using CityNeRF
October 2025
The Unmanned Aerial Vehicle (UAV)-assisted sensing–transmission–computing integrated system plays a vital role in emergency rescue scenarios involving damaged infrastructure. To tackle the challenges...
CARS: Connection as required scheme for horizontal communications in Industry 4.0
October 2025
In the rapidly evolving landscape of Industry 4.0 (I4.0), the convergence of information and operational technologies necessitates real-time communication and collaboration across cyber-physical systems...
Design and performance analysis of reconfigurable intelligent surface and half-duplex amplify-and-forward relay hybrid network system
October 2025
A Reconfigurable Intelligent Surface (RIS) can relay signals from the transmitter to the receiver. In this regard, RISs operate similarly to traditional relays. We design a Multiple-Input-Multiple-Output...
Distributed service caching with deep reinforcement learning for sustainable edge computing in large-scale AI
October 2025
Increasing reliance on large-scale AI models has led to rising demand for intelligent services. The centralized cloud computing approach has limitations in terms of data transfer efficiency and response...
Cross-feature fusion speech emotion recognition based on attention mask residual network and Wav2vec 2.0
October 2025
Speech Emotion Recognition (SER) has received widespread attention as a crucial way for understanding human emotional states. However, the impact of irrelevant information on speech signals and data...
Standardised interworking and deployment of IoT and edge computing platforms
October 2025
Edge computing is swiftly gaining traction and is being standardised by the European Telecommunications Standards Institute (ETSI) as Multi-access Edge Computing (MEC). Simultaneously, oneM2M has been...
Maximizing energy efficiency in 6G cognitive radio network
October 2025
The increasing demand for infotainment applications necessitates efficient bandwidth and energy resource allocation. Sixth-Generation (6G) networks, utilizing Cognitive Radio (CR) technology within...
Chinese relation extraction for constructing satellite frequency and orbit knowledge graph: A survey
October 2025
As Satellite Frequency and Orbit (SFO) constitute scarce natural resources, constructing a Satellite Frequency and Orbit Knowledge Graph (SFO-KG) becomes crucial for optimizing their utilization. In...
EPVCNet: Enhancing privacy and security for image authentication in computing-sensitive 6G environment
October 2025
As the 5G architecture gains momentum, interest in 6G is growing. The proliferation of Internet of Things (IoT) devices, capable of capturing sensitive images, has increased the need for secure transmission...
DRL-based federated self-supervised learning for task offloading and resource allocation in ISAC-enabled vehicle edge computing
October 2025
Intelligent Transportation Systems (ITS) leverage Integrated Sensing and Communications (ISAC) to enhance data exchange between vehicles and infrastructure in the Internet of Vehicles (IoV). This integration...
ExplainableDetector: Exploring transformer-based language modeling approach for SMS spam detection with explainability analysis
October 2025
Short Message Service (SMS) is a widely used and cost-effective communication medium that has unfortunately become a frequent target for unsolicited messages - commonly known as SMS spam. With the rapid...
Jamming recognition method based on wavelet packet decomposition and improved deep learning
October 2025
To overcome the challenges of poor real-time performance, limited scalability, and low intelligence in conventional jamming pattern recognition methods, this paper proposes a method based on Wavelet...
Building robust traffic classifier under low quality data: A federated contrastive learning approach
October 2025
In the big data era, the surge in network traffic volume poses challenges for network management and cybersecurity. Network Traffic Classification (NTC) employs deep learning to categorize traffic data,...
Pivotal role of digital twins in the metaverse: A review
October 2025
The ascent of the metaverse signifies a profound transformation in our digital landscape, ushering in a complex network of interlinked virtual domains and digital spaces. In this burgeoning metaverse,...
Covert wireless communication over uplink satellite-terrestrial network
October 2025
The emerging deployment of large-scale Low Earth Orbit (LEO) satellite constellations provides seamless global coverage. However, the increasing number of satellites also introduces significant security...
Mitigating Blockchain Extractable Value threats by Distributed Transaction Sequencing Strategy
October 2025
The rapid growth of blockchain and Decentralized Finance (DeFi) has introduced new challenges and vulnerabilities that threaten the integrity and efficiency of the ecosystem. This study identifies critical...
An ultra energy-saving mechanism based on beacon signals for 6G networks
October 2025
Terahertz (THz) and millimeter Wave (mmWave) have been considered as potential frequency bands for 6G cellular systems to meet the need of ultra-high data rates. However, indoor communications could...
Dynamic GNN-based multimodal anomaly detection for spatial crowdsourcing drone services
October 2025
We introduce a pioneering anomaly detection framework within spatial crowdsourcing Internet of Drone Things (IoDT), specifically designed to improve bushfire management in Australia's expanding urban...
A blockchain-based efficient traceability authentication scheme in VANET
October 2025
Vehicular Ad-hoc Network (VANET) is a platform that facilitates Vehicle-to-Everything (V2X) interconnection. However, its open communication channels and high-speed mobility introduce security and privacy...
Interblock-interference-free precoding using square-root decomposition for faster-than-Nyquist signaling
October 2025
Precodings using square-root decomposition, including Cholesky and G-To-Minus-Half (GTMH) precodings, are promising for eliminating the Faster-Than-Nyquist (FTN)-induced Intersymbol-Interference (ISI)....
T2L: A traceable and trustable consortium blockchain for logistics
October 2025
Traceability and trustiness are two critical issues in the logistics sector. Blockchain provides a potential way for logistics tracking systems due to its traits of tamper resistance. However, it is...
AS-SOMTF: A novel multi-task learning model for water level prediction by satellite remoting
October 2025
Satellite communication technology has emerged as a key solution to address the challenges of data transmission in remote areas. By overcoming the limitations of traditional terrestrial communication...