AFSTGCN: Prediction for multivariate time series using an adaptive fused spatial-temporal graph convolutional network
Available online 2 July 2022
The prediction for Multivariate Time Series (MTS) explores the interrelationships among variables at historical moments, extracts their relevant characteristics, and is widely used in finance, weather,...
Share article
A LoRa-based protocol for connecting IoT edge computing nodes to provide small-data-based services
June 2022
Data is becoming increasingly personal. Individuals regularly interact with a variety of structured data, ranging from SQLite databases on the phone to personal sensors and open government data. The...
Share article
CPFinder: Finding an unknown caller's profession from anonymized mobile phone data
June 2022
Identifying an unfamiliar caller's profession is important to protect citizens' personal safety and property. Owing to the limited data protection of various popular online services in some countries,...
Share article
Enhancing IoT anomaly detection performance for federated learning
June 2022
Federated Learning (FL) with mobile computing and the Internet of Things (IoT) is an effective cooperative learning approach. However, several technical challenges still need to be addressed. For instance,...
Share article
RFID-based 3D human pose tracking: A subject generalization approach
June 2022
Three-dimensional (3D) human pose tracking has recently attracted more and more attention in the computer vision field. Real-time pose tracking is highly useful in various domains such as video surveillance,...
Share article
EA-DFPSO: An intelligent energy-efficient scheduling algorithm for mobile edge networks
June 2022
Cloud data centers have become overwhelmed with data-intensive applications due to the limited computational capabilities of mobile terminals. Mobile edge computing is emerging as a potential paradigm...
Share article
Multi-agent reinforcement learning for edge information sharing in vehicular networks
June 2022
To guarantee the heterogeneous delay requirements of the diverse vehicular services, it is necessary to design a full cooperative policy for both Vehicle to Infrastructure (V2I) and Vehicle to Vehicle...
Share article
Moving target defense of routing randomization with deep reinforcement learning against eavesdropping attack
June 2022
Eavesdropping attacks have become one of the most common attacks on networks because of their easy implementation. Eavesdropping attacks not only lead to transmission data leakage but also develop into...
Share article
Research on encoding and decoding of non-binary polar codes over GF(2m)
June 2022
Binary Polar Codes (BPCs) have advantages of high-efficiency and capacity-achieving but suffer from large latency due to the Successive-Cancellation List (SCL) decoding. Non-Binary Polar Codes (NBPCs)...
Share article
Optimal dynamic spectrum allocation-assisted latency minimization for multiuser mobile edge computing
June 2022
Mobile Edge Computing (MEC) has been envisioned as an efficient solution to provide computation-intensive yet latency-sensitive services for wireless devices. In this paper, we investigate the optimal...
Share article
A novel slot scheduling technique for duty-cycle based data transmission for wireless sensor network
June 2022
The duty cycling process involves turning a radio into an active and dormant state for conserving energy. It is a promising approach for designing routing protocols for a resource-constrained Wireless...
Share article
An efficient data aggregation scheme with local differential privacy in smart grid
June 2022
By integrating the traditional power grid with information and communication technology, smart grid achieves dependable, efficient, and flexible grid data processing. The smart meters deployed on the...
Share article
Simultaneous wireless information and power transfer with fixed and adaptive modulation
June 2022
Activating Wireless Power Transfer (WPT) in Radio-Frequency (RF) to provide on-demand energy supply to widely deployed Internet of Everything devices is a key to the next-generation energy self-sustainable...
Share article
A comprehensive layered approach for implementing internet of things-enabled smart grid: A survey
June 2022
The current power grid confronts severe challenges in satisfying customers' demands. Fast transition to the much more flexible power grid enriched with renewable energies, micro-grid, and distributed...
Share article
Attention-based spatio-temporal graph convolutional network considering external factors for multi-step traffic flow prediction
June 2022
Traffic flow prediction is an important part of the intelligent transportation system. Accurate multi-step traffic flow prediction plays an important role in improving the operational efficiency of...
Share article
Length matters: Scalable fast encrypted internet traffic service classification based on multiple protocol data unit length sequence with composite deep learning
June 2022
As an essential function of encrypted Internet traffic analysis, encrypted traffic service classification can support both coarse-grained network service traffic management and security supervision....
Share article
Guest editorial
June 2022
Share article
Design of modified model of intelligent assembly digital twins based on optical fiber sensor network
Available online 28 June 2022
Intelligent assembly of large-scale, complex structures using an intelligent manufacturing platform represents the future development direction for industrial manufacturing. During large-scale structural...
Share article
A dynamic and resource sharing virtual network mapping algorithm
Available online 28 June 2022
Network virtualization can effectively establish dedicated virtual networks to implement various network functions. However, the existing research works have some shortcomings, for example, although...
Share article
Time to forge ahead: The Internet of Things for healthcare
Available online 28 June 2022
Situated at the intersection of technology and medicine, the Internet of Things (IoT) holds the promise of addressing some of healthcare's most pressing challenges, from medical error, to chronic drug...
Share article
Energy-efficient task allocation for reliable parallel computation of cluster-based wireless sensor network in edge computing
Available online 27 June 2022
To efficiently complete a complex computation task, the complex task should be decomposed into sub-computation tasks that run parallel in edge computing. Wireless Sensor Network (WSN) is a typical application...
Share article
Research on optimal intelligent routing algorithm for IoV with machine learning and smart contract
Available online 24 June 2022
The huge increase in the communication network rate has made the application fields and scenarios for vehicular ad hoc networks more abundant and diversified, and proposed more requirements for the...
Share article
COVID-19 pandemic and the cyberthreat landscape: Research challenges and opportunities
Available online 23 June 2022
Although cyber technologies benefit our society, there are also some related cybersecurity risks. For example, cybercriminals may exploit vulnerabilities in people, processes, and technologies during...
Share article
Fast and scalable routing protocols for data center networks
Available online 23 June 2022
Data center networks may comprise tens or hundreds of thousands of nodes, and, naturally, suffer from frequent software and hardware failures as well as link congestions. Packets are routed along the...
Share article
FedRec: Trusted rank-based recommender scheme for service provisioning in federated cloud environment
Available online 22 June 2022
The emergence of on-demand service provisioning by Federated Cloud Providers (FCPs) to Cloud Users (CU) has fuelled significant innovations in cloud provisioning models. Owing to the massive traffic,...
Share article
