Digital Communications and Networks

Article	Citations
Improved PHY-layer authentication utilizing multi-modal features for mmWave MIMO UAV-enabled systems	189
Diversified and compatible web APIs recommendation based on game theory in IoT	175
Triangular code: Near-optimal linear time fountain code	151
Guest editorial: Blockchain-enabled technologies for cyber-physical systems and big data applications	151
A label noise filtering and label missing supplement framework based on game theory	140
Fuzz-classification (p, l)-Angel: An enhanced hybrid artificial intelligence based fuzzy logic for multiple sensitive attributes against privacy breaches	132
A fast and accurate multi-keyword sorted searchable scheme based on blockchain	129
Semi-supervised learning based hybrid beamforming under time-varying propagation environments	124
Resource allocation for sum-rate maximization in NOMA-based generalized spatial modulation	120
A novel EO-based optimum random beamforming method in mmWave-NOMA systems with sparse antenna array	117
Networked control with guaranteed performance for IoT rehabilitation robot under nonvanishing uncertainties and input quantization	114
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	106
A relationship-aware mutual learning method for lightweight skin lesion classification	102
A novel routing method for dynamic control in distributed computing power networks	102
Radio resource management in energy harvesting cooperative cognitive UAV assisted IoT networks: A multi-objective approach	95
Semi-asynchronous personalized federated learning for short-term photovoltaic power forecasting	88
DB-FL: DAG blockchain-enabled generalized federated dropout learning	86
A latency sensitive and agile IIoT architecture with optimized edge node selection and task scheduling	85
EHKP-Res: an explainable dynamic security solution for medical healthcare	81
Privacy-preserved learning from non-i.i.d data in fog-assisted IoT: A federated learning approach	79
IDS-INT: Intrusion detection system using transformer-based transfer learning for imbalanced network traffic	79
Network traffic classification: Techniques, datasets, and challenges	78
Achieving dynamic privacy measurement and protection based on reinforcement learning for mobile edge crowdsensing of IoT	76
Sports match prediction model for training and exercise using attention-based LSTM network	75

An ensemble deep learning model for cyber threat hunting in industrial internet of things	75
VANETs group message secure forwarding with trust evaluation	74
Overcoming constructive/destructive interference in diversity transmission via Alamouti coding	74
Resource allocation for D2D-assisted haptic communications	67
Shard-DAG: A scalable and secure block-DAG sharding scheme for AI-driven 6G networks	67
Energy efficiency aware dynamic rate and power adaptation in carrier sensing based WLANs under Rayleigh fading and shadowing	66
Computing Power Networks for Unmanned Aerial Vehicles: A Hierarchical Resources Trading Market	65
Service chain caching and task offloading in two-tier UAV-assisted vehicular edge computing networks: an Attention-DRL method	65
A survey on blockchain-based integrity auditing for cloud data	62
APFed: Adaptive personalized federated learning for intrusion detection in maritime meteorological sensor networks	62
How AI-enabled SDN technologies improve the security and functionality of industrial IoT network: Architectures, enabling technologies, and opportunities	60
Optimizing network resource allocation with graph pointer neural network in large-scale AI systems	59
IoT data analytic algorithms on edge-cloud infrastructure: A review	59
Novel MITM attack scheme based on built-in negotiation for blockchain-based digital twins	58
An analytical framework for the incorporation of non-orthogonal pilots in massive MIMO systems	58
Achieving reliable and anti-collusive outsourcing computation and verification based on blockchain in 5G-enabled IoT	58
Monocular 3D object detection with Pseudo-LiDAR confidence sampling and hierarchical geometric feature extraction in 6G network	58
Editorial Board	57
MEC-based architecture for interoperable and trustworthy internet of moving things	56
Using dummy data for RFID tag and reader authentication	56
Editorial Board	52
Adaptive delay-energy balanced partial offloading strategy in Mobile Edge Computing networks	52
A fixed clustering protocol based on random relay strategy for EHWSN	51
Granular classifier: Building traffic granules for encrypted traffic classification based on granular computing	51
Intelligent reflecting surface-assisted federated learning in multi-platoon collaborative networks	50
Design of modified model of intelligent assembly digital twins based on optical fiber sensor network	50
Autonomous network management for 6G communication: A comprehensive survey	49
Wideband communications through drone-assisted cognitive radio VANETs using SURF channel selection	49
Adaptive joint source-channel coding with regulated autoencoder	48
Hybrid body area network with integrated sensing and communication for AIoT smart healthcare	48
Deep learning aided CSI feedback optimization with robust error recovery	45
ExplainableDetector: Exploring transformer-based language modeling approach for SMS spam detection with explainability analysis	43
Attention-based spatio-temporal graph convolutional network considering external factors for multi-step traffic flow prediction	42
On the design of an AI-driven secure communication scheme for internet of medical things environment	42
A fine-grained intrusion protection system for inter-edge trust transfer	41
A multi-dimensional trust attestation solution in 5G-IoT	41
Capacity and delay performance analysis for large-scale UAV-enabled wireless networks	40
Efficient modulation mode recognition based on joint communication parameter estimation in non-cooperative scenarios	39
Dynamic adversarial jamming-based reinforcement learning for designing constellations	39
CMBA-FL: Communication-mitigated and blockchain-assisted federated learning for traffic flow predictions	38
Training-based symbol detection with temporal convolutional neural network in single-polarized optical communication system	36
Standardised interworking and deployment of IoT and edge computing platforms	36
Multiplex network infomax: Multiplex network embedding via information fusion	36
Secure monitoring of Internet of vehicles in 6G networks through intelligent reflecting surfaces leveraging AI	36
Field trial measurement and channel modeling for reconfigurable intelligent surface	35
Short video preloading via domain knowledge assisted deep reinforcement learning	35
The DNN-based DBP scheme for nonlinear compensation and longitudinal monitoring of optical fiber links	35
A novel hybrid authentication protocol utilizing lattice-based cryptography for IoT devices in fog networks	34
A review of optimization methods for computation offloading in edge computing networks	34
A novel intrusion detection model for the CAN bus packet of in-vehicle network based on attention mechanism and autoencoder	33

Sum-rate optimization methods and analysis for reconfigurable intelligent surface aided communication system	32
SEAttention-residual based channel estimation for mmWave massive MIMO systems in IoV scenarios	32
Smart all-time vision: The battery-free video communication for urban administration and law enforcement	32
352-Gbit/s single line rate THz wired transmission based on PS-4096QAM employing hollow-core fiber	32
A novel handover scheme for millimeter wave network: An approach of integrating reinforcement learning and optimization	31
Users' experience matter: Delay sensitivity-aware computation offloading in mobile edge computing	31
Experience replay with cohesive-subgraph awareness for continual graph learning in IoT	31
Performance analysis of legitimate UAV surveillance system with suspicious relay and anti-surveillance technology	31
Enhancing IoT anomaly detection performance for federated learning	29
Digital twin- and extended reality-based telepresence for collaborative robot programming in the 6G perspective	29
A comprehensive layered approach for implementing internet of things-enabled smart grid: A survey	29
Ambient BackCom in beyond 5G NOMA networks: A multi-cell resource allocation framework	29
YOLO-SDLUWD: YOLOv7-based small target detection network for infrared images in complex backgrounds	29
Editorial Board	28
Device-edge collaborative occluded face recognition method based on cross-domain feature fusion	27
Generalized Kennedy receivers enhanced CV-QKD in turbulent channels for endogenous security of space-air-ground integrated network	27
Low-complexity multi-target localization via multi-BS sensing	27
Spatio-temporal feature extraction with a global-local Transformer model for video scene graph generation	27
Mosaic-AM: multimodal sensors anomaly detection with inherent compensation for absent modalities	26
Optimization-based mode selection scheme for OAM millimeter wave system in the off-axis misalignment case	26
Interference detection for UAV swarm satellite communications with spatiotemporal manifold filtering	26
A verifiable EVM-based cross-language smart contract implementation scheme for matrix calculation	26
Digital twin empowered cooperative trajectory planning of platoon vehicles for collision avoidance with unexpected obstacles	25
An effective communication and computation model based on a hybridgraph-deeplearning approach for SIoT	25
Editorial Board	25
DCETEN: A lightweight ECG automatic classification network based on Transformer model	25
Certificateless threshold signature from lattice	25
Efficient and fine-grained access control with fully-hidden policies for cloud-enabled IoT	25
Secure transmission design for RIS-aided symbiotic radio networks: A DRL approach	25
Information theory based clustering of cellular network usage data for the identification of representative urban areas	25
Optimal dynamic spectrum allocation-assisted latency minimization for multiuser mobile edge computing	24
Data-driven human and bot recognition from web activity logs based on hybrid learning techniques	24
Blockchain-based fog radio access networks: Architecture, key technologies, and challenges	24
A hybrid uplink-downlink secure transmission scheme for UAV-aided coordinated multi-point networks	24
Multi-input address incremental clustering for the Bitcoin blockchain based on Petri net model analysis	24
An accurate retransmission timeout estimator for content-centric networking based on the Jacobson algorithm	24
Secure and reliable computation offloading in blockchain-assisted cyber-physical IoT systems	24
Covert wireless communication over uplink satellite-terrestrial network	23
Decentralized snapshot selection via trust game for robust DOA estimation with FMCW radar in static scenarios	23
Research on optimal intelligent routing algorithm for IoV with machine learning and smart contract	23
Chinese relation extraction for constructing satellite frequency and orbit knowledge graph: A survey	23
UAV-assisted data collection for wireless sensor networks with dynamic working modes	23
Performance comparison of single-carrier and multi-carrier waveforms over terahertz wireless channels	23
Secformer: Privacy-preserving atomic-level componentized transformer-like model with MPC	23
SecureVFL: Privacy-preserving multi-party vertical federated learning based on blockchain and RSS	23
Editorial Board	22
A digital twin-based quadruped robot system with scene perception, fast communication, and holographic interaction	22
Secure beamforming designs for maximizing secrecy sum rate in MISO-NOMA networks	22
Radio map estimation using a CycleGAN-based learning framework for 6G wireless communication	22
Smart and collaborative industrial IoT: A federated learning and data space approach	22
Software defined satellite networks: A survey	22
Energy minimized joint resource allocation and task offloading with user association for URLLC and eMBB 5G multi-RAT systems	22
A LoRa-based protocol for connecting IoT edge computing nodes to provide small-data-based services	22
Length matters: Scalable fast encrypted internet traffic service classification based on multiple protocol data unit length sequence with composite deep learning	22
Hierarchical flow learning for low-light image enhancement	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
Resource allocation algorithm for downlink secure transmission in wireless EH cooperative networks with idle relay-assisted jamming	21
Interworking between Modbus and internet of things platform for industrial services	21
Caching modeling and energy analyzing of cell-free wireless heterogeneous networks with beta Ginibre point process	21
Security and privacy in edge computing: a survey of electric vehicles	21
Optimizing the cyber-physical intelligent transportation system network using enhanced models for data routing and task scheduling	21
Hierarchical detection and tracking for moving targets in underwater wireless sensor networks	20
DWT-3DRec: DeepJSCC-based wireless transmission for efficient 3D scene reconstruction using CityNeRF	20
IncEFL: a sharing incentive mechanism for edge-assisted federated learning in industrial IoT	20
Clustering-based adaptive low-power subframe configuration with load-aware offsetting in dense heterogeneous networks	20
Video frame interpolation based on invertible neural network for Internet of things	19
Joint offloading strategy based on quantum particle swarm optimization for MEC-enabled vehicular networks	19
Role of deep learning in cognitive healthcare: Wearable signal analysis, algorithms, benefits, and challenges	19
A game-theoretic approach for federated learning: A trade-off among privacy, accuracy and energy	19
Resource management at the network edge for federated learning	19
Multi-feature weighted PBFT with reputation monopoly prevention	19
A survey of internet of medical things: technology, application and future directions	19
A compatible carbon efficiency information service framework based on the industrial internet identification	18
Performance analysis of UAV-based mixed underwater PLC-RF systems	18
DP-Fed6G: An adaptive differential privacy-empowered federated learning framework for 6G networks	18
Semantic-aware visual information transmission with key information extraction over wireless networks	18
Building an interoperable space for smart agriculture	18
LOS and NLOS identification in real indoor environment using deep learning approach	18
Survey on digital twins for Internet of Vehicles: Fundamentals, challenges, and opportunities	18

Decomposition-based learning in drone-assisted wireless-powered mobile edge computing networks	17
Guest editorial	17
Privacy-preserving authentication scheme based on zero trust architecture	17
Explainable AI for epileptic seizure detection in Internet of Medical Things	17
Blockchain-based continuous data integrity checking protocol with zero-knowledge privacy protection	17
Guest editorial: Network architectures and communication protocols for smart industrial IoT applications	17
Editorial Board	17
A review on edge analytics: Issues, challenges, opportunities, promises, future directions, and applications	17
An intelligent and privacy-enhanced data sharing strategy for blockchain-empowered Internet of Things	17
Information freshness optimization of multiple status update streams in Internet of things: Generation rate control and service rate reservation	17
A dynamic algorithm for trust inference based on double DQN in the internet of things	17
Factors affecting forensic electric network frequency matching – A comprehensive study	17
Adjustable random linear network coding (ARLNC): A solution for data transmission in dynamic IoT computational environments	17
NeurstrucEnergy: A bi-directional GNN model for energy prediction of neural networks in IoT	17
Application of meta-learning in cyberspace security: a survey	16
Blockchain-based lightweight trusted data interaction scheme for cross-domain IIoT	16
Suitability of SDN and MEC to facilitate digital twin communication over LTE-A	16
Enhanced multi-agent deep reinforcement learning for efficient task offloading and resource allocation in vehicular networks	16
Editorial Board	16
Improving the utility of locally differentially private protocols for longitudinal and multidimensional frequency estimates	15
Collaborative learning-based inter-dependent task dispatching and co-location in an integrated edge computing system	15
F-norm based low-power motion recognition on wearable devices in the presence of outlier motions	15
Deep reinforcement learning-based resource allocation for D2D communications in heterogeneous cellular networks	15
Digital compass for multi-user beam access in mmWave cellular networks	15
Energy-optimal DNN model placement in UAV-enabled edge computing networks	15
Attack-detection and multi-clock source cooperation-based accurate time synchronization for PLC-AIoT in smart parks	15
Editorial Board	15
Temporal pattern mining from user-generated content	15
Intelligent reflecting surface-assisted cognitive radio-inspired rate-splitting multiple access systems	14
Adaptive optimal consensus over networked multi-agent systems: A digital signal-driven hybrid iteration approach	14
FedACT: An adaptive chained training approach for federated learning in computing power networks	13
Low-complexity APSK demodulation algorithm based on K-means clustering in LEO satellite communication systems	13
A blockchain-empowered authentication scheme for worm detection in wireless sensor network	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)	13
Generalized spatial modulation detector assisted by reconfigurable intelligent surface based on deep learning	13
Large models based high-fidelity voice services over 6G narrowband non-terrestrial networks	13
Deep reinforcement learning-based forwarding node selection algorithm in Internet of vehicles	13
Secure intelligent reflecting surface assisted mobile edge computing system with wireless power transfer	13
Rate distortion optimization for adaptive gradient quantization in federated learning	13
Resilient task offloading in integrated satellite-terrestrial networks with mobility-induced variability	13
Privacy-preserving computation meets quantum computing: A scoping review	13
A blockchain-based anonymous and regulated e-taxing protocol for art trading	12
Deep reinforcement learning-based spectrum resource allocation for the web of healthcare things with massive integrating wearable gadgets	12
Opportunistic admission and resource allocation for slicing enhanced IoT networks	12
DRL-based federated self-supervised learning for task offloading and resource allocation in ISAC-enabled vehicle edge computing	12
Hybrid millimeter wave heterogeneous networks with spatially correlated user equipment	12
Artificial intelligence in physiological characteristics recognition for internet of things authentication	12
Multi-layer network embedding on scc-based network with motif	12
A new adaptive co-site broadband interference cancellation method with auxiliary channel	12
A framework for locating multiple RFID tags using RF hologram tensors	12
Secure ticket-based authentication method for IoT applications	12
High-throughput SatCom-on-the-move antennas: Technical overview and state-of-the-art	12
Editorial Board	12
Joint user association and cooperative beamforming for multi-IRSs aided mmWave communication systems	12
Internet of robotic things for mobile robots: Concepts, technologies, challenges, applications, and future directions	11
Erratum to “A robust beam tracking scheme for millimeter wave HetNets” [Digit. Commun. Network. 8 (6) (2022) 1115–1121]	11
Integration of data science with the intelligent IoT (IIoT): Current challenges and future perspectives	11
EdgeAIGC: Model caching and resource allocation for edge artificial intelligence generated content	11
A survey on user-centric cell-free massive MIMO systems	11
Personalized and sustainable federated learning in integrated Internet of Things	11
Towards a blockchain-SDN-based secure architecture for cloud computing in smart industrial IoT	11
DRL-enabled secure uplink transmission for MIMO-OFDM IoT systems against intelligent eavesdroppers	11
Fully-dynamic and hardware-efficient analog architecture for terahertz wideband hybrid beamforming with multi-channel low-resolution phase shifters	11
A survey on blockchain-enabled federated learning and its prospects with digital twin	11
Double-side delay alignment modulation for multi-user millimeter wave and terahertz communications	11
Editorial Board	11
GCN and DRL based on dependent task offloading mechanism in edge computing	11
Anonymous and revocable multi-message broadcast encryption scheme suitable for internet of vehicles	11
FELoc: a feature equalization method based on channel state information for Wi-Fi indoor localization	11
Graph neural network-based scheduling for multi-UAV-enabled communications in D2D networks	11
AdaptNF: Adaptive service chain scheduling with stateless migration and NF consolidation	10
Strengthening network slicing for Industrial Internet with deep reinforcement learning	10
On fine-grained visual explanation in convolutional neural networks	10
Mitigating Blockchain Extractable Value threats by Distributed Transaction Sequencing Strategy	10
Index modulation aided generalized space-time block coding: A unified MIMO framework	10
UAV-assisted MEC offloading strategy with peak AOI boundary optimization: A method based on DDQN	10
Cybertwin driven resource allocation using optimized proximal policy based federated learning in 6G enabled edge environment	10
Distributed service caching with deep reinforcement learning for sustainable edge computing in large-scale AI	10
Dynamic defenses in cyber security: Techniques, methods and challenges	10
Reinforcement learning-enabled swarm intelligence method for computation task offloading in Internet-of-Things blockchain	10
PEPFL: A framework for a practical and efficient privacy-preserving federated learning	10
C-privacy: A social relationship-driven image customization sharing method in cyber-physical networks	10
Dynamic modeling and analysis of terahertz multiple-input multiple-output channels considering human presence in indoor environments	10
UAV-assisted full-duplex ISAC: Joint communication scheduling, beamforming, and trajectory optimization	10
An intelligent active probing and trace-back scheme for IoT anomaly detection	10
SCIM: Incorporating secure communication and interference management in one operation	9
Block-gram: Mining knowledgeable features for efficiently smart contract vulnerability detection	9
RADAR: A rapid discovery algorithm for routes in SDN-based IoV	9
Balancing sustainability and security: A review of 5G and IoT in smart cities	9
Information and communications technologies for carbon sinks from economics and engineering perspectives	9
DTAIS: Distributed trusted active identity resolution systems for the Industrial Internet	9
Software defined intelligent satellite-terrestrial integrated networks: Insights and challenges	9
A notary group-based cross-chain mechanism	9
COVID-19 pandemic and the cyberthreat landscape: Research challenges and opportunities	9