Digital Communications and Networks

Article	Citations
A label noise filtering and label missing supplement framework based on game theory	132
A novel routing method for dynamic control in distributed computing power networks	125
Fuzz-classification (p, l)-Angel: An enhanced hybrid artificial intelligence based fuzzy logic for multiple sensitive attributes against privacy breaches	123
DB-FL: DAG blockchain-enabled generalized federated dropout learning	122
Radio resource management in energy harvesting cooperative cognitive UAV assisted IoT networks: A multi-objective approach	120
A Security Authentication Scheme for Mobile Industrial IoT Supply Chains Based on Blockchain and Group Key Management	114
Building robust traffic classifier under low quality data: A federated contrastive learning approach	112
Privacy-preserved learning from non-i.i.d data in fog-assisted IoT: A federated learning approach	109
IDS-INT: Intrusion detection system using transformer-based transfer learning for imbalanced network traffic	101
Poisoning attacks and countermeasures in intelligent networks: Status quo and prospects	97
Improved PHY-layer authentication utilizing multi-modal features for mmWave MIMO UAV-enabled systems	92
Guest editorial: Blockchain-enabled technologies for cyber-physical systems and big data applications	91
Resource allocation for sum-rate maximization in NOMA-based generalized spatial modulation	88
A latency sensitive and agile IIoT architecture with optimized edge node selection and task scheduling	87
Networked control with guaranteed performance for IoT rehabilitation robot under nonvanishing uncertainties and input quantization	85
Diversified and compatible web APIs recommendation based on game theory in IoT	79
A novel EO-based optimum random beamforming method in mmWave-NOMA systems with sparse antenna array	77
Triangular code: Near-optimal linear time fountain code	75
EHKP-Res: An explainable dynamic security solution for medical healthcare	74
A fast and accurate multi-keyword sorted searchable scheme based on blockchain	73
Semi-supervised learning based hybrid beamforming under time-varying propagation environments	73
A relationship-aware mutual learning method for lightweight skin lesion classification	72
Network traffic classification: Techniques, datasets, and challenges	71
Video transcoding for adaptive bitrate streaming over edge-cloud continuum	71
Semi-asynchronous personalized federated learning for short-term photovoltaic power forecasting	71

Optimizing network resource allocation with graph pointer neural network in large-scale AI systems	68
Computing Power Networks for Unmanned Aerial Vehicles: A Hierarchical Resources Trading Market	68
Shard-DAG: A scalable and secure block-DAG sharding scheme for AI-driven 6G networks	66
Resource allocation for D2D-assisted haptic communications	66
Energy efficiency aware dynamic rate and power adaptation in carrier sensing based WLANs under Rayleigh fading and shadowing	64
VANETs group message secure forwarding with trust evaluation	59
Service chain caching and task offloading in two-tier UAV-assisted vehicular edge computing networks: an Attention-DRL method	58
IoT data analytic algorithms on edge-cloud infrastructure: A review	57
Sports match prediction model for training and exercise using attention-based LSTM network	56
A survey on blockchain-based integrity auditing for cloud data	56
APFed: Adaptive personalized federated learning for intrusion detection in maritime meteorological sensor networks	56
Achieving dynamic privacy measurement and protection based on reinforcement learning for mobile edge crowdsensing of IoT	56
An ensemble deep learning model for cyber threat hunting in industrial internet of things	56
Wideband communications through drone-assisted cognitive radio VANETs using SURF channel selection	55
How AI-enabled SDN technologies improve the security and functionality of industrial IoT network: Architectures, enabling technologies, and opportunities	55
Editorial Board	54
An analytical framework for the incorporation of non-orthogonal pilots in massive MIMO systems	54
MEC-based architecture for interoperable and trustworthy internet of moving things	54
Novel MITM attack scheme based on built-in negotiation for blockchain-based digital twins	52
Editorial Board	52
Autonomous network management for 6G communication: a comprehensive survey	51
Adaptive delay-energy balanced partial offloading strategy in Mobile Edge Computing networks	51
Using dummy data for RFID tag and reader authentication	50
Editorial Board	48
Design of modified model of intelligent assembly digital twins based on optical fiber sensor network	47
On the design of an AI-driven secure communication scheme for internet of medical things environment	46
Intelligent reflecting surface-assisted federated learning in multi-platoon collaborative networks	46
Monocular 3D object detection with Pseudo-LiDAR confidence sampling and hierarchical geometric feature extraction in 6G network	45
Granular classifier: Building traffic granules for encrypted traffic classification based on granular computing	45
A fixed clustering protocol based on random relay strategy for EHWSN	44
Attention-based spatio-temporal graph convolutional network considering external factors for multi-step traffic flow prediction	44
ExplainableDetector: Exploring transformer-based language modeling approach for SMS spam detection with explainability analysis	43
Machine learning-based real-time visible fatigue crack growth detection	43
Achieving reliable and anti-collusive outsourcing computation and verification based on blockchain in 5G-enabled IoT	43
A multi-dimensional trust attestation solution in 5G-IoT	42
Training-based symbol detection with temporal convolutional neural network in single-polarized optical communication system	41
Smart all-time vision: The battery-free video communication for urban administration and law enforcement	41
Short video preloading via domain knowledge assisted deep reinforcement learning	40
CMBA-FL: Communication-mitigated and blockchain-assisted federated learning for traffic flow predictions	40
Experience Replay with Cohesive-Subgraph Awareness for Continual Graph Learning in IoT	39
The DNN-based DBP scheme for nonlinear compensation and longitudinal monitoring of optical fiber links	39
A fine-grained intrusion protection system for inter-edge trust transfer	39
Performance analysis of legitimate UAV surveillance system with suspicious relay and anti-surveillance technology	39
Efficient modulation mode recognition based on joint communication parameter estimation in non-cooperative scenarios	35
Secure monitoring of internet of vehicles in 6G networks through intelligent reflecting surfaces leveraging AI	34
A novel hybrid authentication protocol utilizing lattice-based cryptography for IoT devices in fog networks	33
A novel intrusion detection model for the CAN bus packet of in-vehicle network based on attention mechanism and autoencoder	33
352-Gbit/s single line rate THz wired transmission based on PS-4096QAM employing hollow-core fiber	33
SEAttention-residual based channel estimation for mmWave massive MIMO systems in IoV scenarios	32
Enhancing IoT anomaly detection performance for federated learning	32

Users' experience matter: Delay sensitivity-aware computation offloading in mobile edge computing	32
A novel handover scheme for millimeter wave network: An approach of integrating reinforcement learning and optimization	31
Capacity and delay performance analysis for large-scale UAV-enabled wireless networks	31
Multiplex network infomax: Multiplex network embedding via information fusion	31
YOLO-SDLUWD: YOLOv7-based small target detection network for infrared images in complex backgrounds	30
Dynamic adversarial jamming-based reinforcement learning for designing constellations	30
Sum-rate optimization methods and analysis for reconfigurable intelligent surface aided communication system	30
A review of optimization methods for computation offloading in edge computing networks	29
Field trial measurement and channel modeling for reconfigurable intelligent surface	29
Standardised interworking and deployment of IoT and edge computing platforms	29
Digital twin- and extended reality-based telepresence for collaborative robot programming in the 6G perspective	28
Ambient BackCom in beyond 5G NOMA networks: A multi-cell resource allocation framework	28
Robust resource allocation for NOMA-assisted heterogeneous networks	28
A comprehensive layered approach for implementing internet of things-enabled smart grid: A survey	28
Spatio-temporal features with global–local transformer model for video scene graph generation	27
Efficient and fine-grained access control with fully-hidden policies for cloud-enabled IoT	27
An effective communication and computation model based on a hybridgraph-deeplearning approach for SIoT	27
A verifiable EVM-based cross-language smart contract implementation scheme for matrix calculation	26
Low-complexity multi-target localization via multi-BS sensing	26
Device-edge collaborative occluded face recognition method based on cross-domain feature fusion	26
Optimization-based mode selection scheme for OAM millimeter wave system in the off-axis misalignment case	26
Editorial Board	26
Secure transmission design for RIS-aided symbiotic radio networks: A DRL approach	25
DCETEN: A lightweight ECG automatic classification network based on Transformer model	25
Digital twin empowered cooperative trajectory planning of platoon vehicles for collision avoidance with unexpected obstacles	25
Information theory based clustering of cellular network usage data for the identification of representative urban areas	24
Certificateless threshold signature from lattice	24
An accurate retransmission timeout estimator for content-centric networking based on the Jacobson algorithm	24
A hybrid uplink-downlink secure transmission scheme for UAV-aided coordinated multi-point networks	23
SecureVFL: Privacy-preserving multi-party vertical federated learning based on blockchain and RSS	23
Editorial Board	23
UAV-assisted data collection for wireless sensor networks with dynamic working modes	23
Secformer: privacy-preserving atomic-level componentized transformer-like model with MPC	23
Optimal dynamic spectrum allocation-assisted latency minimization for multiuser mobile edge computing	23
Performance comparison of single-carrier and multi-carrier waveforms over terahertz wireless channels	22
Covert wireless communication over uplink satellite-terrestrial network	22
Scheduling optimization for UAV communication coverage using virtual force-based PSO model	22
Refinement modeling and verification of secure operating systems for communication in digital twins	22
Blockchain-based fog radio access networks: Architecture, key technologies, and challenges	22
Data-driven human and bot recognition from web activity logs based on hybrid learning techniques	21
Multi-input address incremental clustering for the Bitcoin blockchain based on Petri net model analysis	21
Research on optimal intelligent routing algorithm for IoV with machine learning and smart contract	21
Length matters: Scalable fast encrypted internet traffic service classification based on multiple protocol data unit length sequence with composite deep learning	21
Radio map estimation using a CycleGAN-based learning framework for 6G wireless communication	21
Secure and reliable computation offloading in blockchain-assisted cyber-physical IoT systems	20
Smart and collaborative industrial IoT: A federated learning and data space approach	20
Chinese relation extraction for constructing satellite frequency and orbit knowledge graph: A survey	20
A LoRa-based protocol for connecting IoT edge computing nodes to provide small-data-based services	20
Software defined satellite networks: A survey	20
Caching modeling and energy analyzing of cell-free wireless heterogeneous networks with beta Ginibre point process	19
Hierarchical flow learning for low-light image enhancement	19
Video Frame Interpolation Based on Invertible Neural Network for Internet of Things	19
Resource allocation algorithm for downlink secure transmission in wireless EH cooperative networks with idle relay-assisted jamming	19
Optimizing the cyber-physical intelligent transportation system network using enhanced models for data routing and task scheduling	19
Secure beamforming designs for maximizing secrecy sum rate in MISO-NOMA networks	19
An intelligent hybrid MAC protocol for a sensor-based personalized healthcare system	18
IncEFL: a sharing incentive mechanism for edge-assisted federated learning in industrial IoT	18
Hierarchical detection and tracking for moving targets in underwater wireless sensor networks	18
Interworking between Modbus and internet of things platform for industrial services	18
DP-Fed6G: An adaptive differential privacy-empowered federated learning framework for 6G networks	18
Energy minimized joint resource allocation and task offloading with user association for URLLC and eMBB 5G multi-RAT systems	18
DWT-3DRec: DeepJSCC-based wireless transmission for efficient 3D scene reconstruction using CityNeRF	17
A survey of internet of medical things: technology, application and future directions	17
Security and privacy in edge computing: a survey of electric vehicles	17
Resource management at the network edge for federated learning	17
Survey on digital twins for Internet of Vehicles: Fundamentals, challenges, and opportunities	17
Building an interoperable space for smart agriculture	17
Joint offloading strategy based on quantum particle swarm optimization for MEC-enabled vehicular networks	17
Role of deep learning in cognitive healthcare: Wearable signal analysis, algorithms, benefits, and challenges	17
Blockchain-based continuous data integrity checking protocol with zero-knowledge privacy protection	16
Performance analysis of UAV-based mixed underwater PLC-RF systems	16
A game-theoretic approach for federated learning: A trade-off among privacy, accuracy and energy	16
A review on edge analytics: Issues, challenges, opportunities, promises, future directions, and applications	16
LOS and NLOS identification in real indoor environment using deep learning approach	16
Classification with ensembles and case study on functional magnetic resonance imaging	16
Privacy-preserving authentication scheme based on zero trust architecture	16
Adjustable random linear network coding (ARLNC): A solution for data transmission in dynamic IoT computational environments	16
A compatible carbon efficiency information service framework based on the industrial internet identification	16
Clustering-based adaptive low-power subframe configuration with load-aware offsetting in dense heterogeneous networks	16
NeurstrucEnergy: A bi-directional GNN model for energy prediction of neural networks in IoT	16

An intelligent and privacy-enhanced data sharing strategy for blockchain-empowered Internet of Things	15
Guest editorial: Network architectures and communication protocols for smart industrial IoT applications	15
Decomposition-based learning in drone-assisted wireless-powered mobile edge computing networks	15
Editorial Board	15
Factors affecting forensic electric network frequency matching – A comprehensive study	15
Explainable AI for epileptic seizure detection in Internet of Medical Things	15
Blockchain-based lightweight trusted data interaction scheme for cross-domain IIoT	15
Editorial Board	15
Guest editorial	15
Improving the utility of locally differentially private protocols for longitudinal and multidimensional frequency estimates	15
Attack-detection and multi-clock source cooperation-based accurate time synchronization for PLC-AIoT in smart parks	14
Secure intelligent reflecting surface assisted mobile edge computing system with wireless power transfer	14
Energy-optimal DNN model placement in UAV-enabled edge computing networks	14
A blockchain-based anonymous and regulated e-taxing protocol for art trading	14
F-norm based low-power motion recognition on wearable devices in the presence of outlier motions	14
Information freshness optimization of multiple status update streams in Internet of things: Generation rate control and service rate reservation	14
A dynamic algorithm for trust inference based on double DQN in the internet of things	14
Collaborative learning-based inter-dependent task dispatching and co-location in an integrated edge computing system	14
Suitability of SDN and MEC to facilitate digital twin communication over LTE-A	14
Secure ticket-based authentication method for IoT applications	14
Digital compass for multi-user beam access in mmWave cellular networks	14
Application of meta-learning in cyberspace security: a survey	14
Deep reinforcement learning-based resource allocation for D2D communications in heterogeneous cellular networks	14
Enhanced multi-agent deep reinforcement learning for efficient task offloading and resource allocation in vehicular networks	14
A novel low-complexity power allocation algorithm based on the NOMA system in a low-speed environment	14
Intelligent reflecting surface-assisted cognitive radio-inspired rate-splitting multiple access systems	14
FedACT: An adaptive chained training approach for federated learning in computing power networks	14
Large models based high-fidelity voice services over 6G narrowband non-terrestrial networks	13
METAseen: analyzing network traffic and privacy policies in Web 3.0 based Metaverse	13
Data driven vehicular heterogeneity based intelligent collision avoidance system for Internet of Vehicles (IoV)	12
Deep Reinforcement Learning-based Forwarding Node Selection Algorithm in Internet of Vehicles	12
Adaptive optimal consensus over networked multi-agent systems: A digital signal-driven hybrid iteration approach	12
Temporal pattern mining from user-generated content	12
Rate distortion optimization for adaptive gradient quantization in federated learning	12
High-throughput SatCom-on-the-move antennas: Technical overview and state-of-the-art	12
Resilient task offloading in integrated satellite-terrestrial networks with mobility-induced variability	12
Deep reinforcement learning-based spectrum resource allocation for the web of healthcare things with massive integrating wearable gadgets	12
ICS-SVM: A user retweet prediction method for hot topics based on improved SVM	12
Generalized spatial modulation detector assisted by reconfigurable intelligent surface based on deep learning	12
Privacy-preserving computation meets quantum computing: a scoping review	12
Low-complexity APSK demodulation algorithm based on K-means clustering in LEO satellite communication systems	12
Artificial intelligence in physiological characteristics recognition for internet of things authentication	11
Opportunistic admission and resource allocation for slicing enhanced IoT networks	11
EdgeAIGC: Model caching and resource allocation for Edge Artificial Intelligence Generated Content	11
A survey on blockchain-enabled federated learning and its prospects with digital twin	11
A blockchain-empowered authentication scheme for worm detection in wireless sensor network	11
Hybrid millimeter wave heterogeneous networks with spatially correlated user equipment	11
A new adaptive co-site broadband interference cancellation method with auxiliary channel	11
Peak shrinking and interpolating for PAPR reduction in M-IFoF-based mobile fronthaul	11
Editorial Board	11
A framework for locating multiple RFID tags using RF hologram tensors	11
Multi-layer network embedding on scc-based network with motif	11
Graph neural network-based scheduling for multi-UAV-enabled communications in D2D networks	10
Towards a blockchain-SDN-based secure architecture for cloud computing in smart industrial IoT	10
Secure transmission for uplink MIMO-OFDM IoT systems: time-domain artificial noise and deep reinforcement learning against intelligent eavesdroppers	10
Internet of robotic things for mobile robots: Concepts, technologies, challenges, applications, and future directions	10
Integration of data science with the intelligent IoT (IIoT): Current challenges and future perspectives	10
AdaptNF: Adaptive service chain scheduling with stateless migration and NF consolidation	10
A survey on user-centric cell-free massive MIMO systems	10
DRL-based federated self-supervised learning for task offloading and resource allocation in ISAC-enabled vehicle edge computing	10
Editorial Board	10
Erratum to “A robust beam tracking scheme for millimeter wave HetNets” [Digit. Commun. Network. 8 (6) (2022) 1115–1121]	10
Observer-based event-triggered networked multi-drives speed consensus	9
GCN and DRL based on dependent task offloading mechanism in edge computing	9
Mitigating Blockchain Extractable Value threats by Distributed Transaction Sequencing Strategy	9
Strengthening network slicing for Industrial Internet with deep reinforcement learning	9
C-privacy: A social relationship-driven image customization sharing method in cyber-physical networks	9
Dynamic defenses in cyber security: Techniques, methods and challenges	9
A novel deviation measurement for scheduled intelligent transportation system via comparative spatial-temporal path networks	9
Reinforcement learning-enabled swarm intelligence method for computation task offloading in Internet-of-Things blockchain	9
A survey on deploying mobile deep learning applications: A systemic and technical perspective	9
Double-side delay alignment modulation for multi-user millimeter wave and terahertz communications	9
On fine-grained visual explanation in convolutional neural networks	9
Cybertwin driven resource allocation using optimized proximal policy based federated learning in 6G enabled edge environment	9
Distributed service caching with deep reinforcement learning for sustainable edge computing in large-scale AI	9
Editorial Board	9
CPFinder: Finding an unknown caller's profession from anonymized mobile phone data	9
Software defined intelligent satellite-terrestrial integrated networks: Insights and challenges	9
UAV-assisted full-duplex ISAC: Joint communication scheduling, beamforming, and trajectory optimization	9
UAV-assisted MEC offloading strategy with peak AOI boundary optimization: A method based on DDQN	9
An intelligent active probing and trace-back scheme for IoT anomaly detection	9
PEPFL: A framework for a practical and efficient privacy-preserving federated learning	9
Editorial Board	9
Index modulation aided generalized space-time block coding: A unified MIMO framework	9
Towards machine-learning-driven effective mashup recommendations from big data in mobile networks and the Internet-of-Things	8
Digital cancellation of multi-band passive inter-modulation based on Wiener-Hammerstein model	8
A deep learning driven hybrid beamforming method for millimeter wave MIMO system	8
Balancing sustainability and security: a review of 5G and IoT in smart cities	8
A notary group-based cross-chain mechanism	8
Statistical energy consumption analysis and optimization for relaying transmission with wireless power transfer	8
A highly reliable encoding and decoding communication framework based on semantic information	8
SCIM: Incorporating secure communication and interference management in one operation	8
Chiller faults detection and diagnosis with sensor network and adaptive 1D CNN	8
Dynamics modeling and optimal control for multi-information diffusion in Social Internet of Things	8
Public integrity verification for data sharing in cloud with asynchronous revocation	8