Internet of Things

Article	Citations
E-governance and the European Union: Agenda for implementation	555
Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks	363
SPOTTER: A novel asynchronous and independent WiFi and BLE fusion method based on particle filter for indoor positioning	276
Detecting vulnerabilities in IoT firmware via keyword identification and path optimization	221
Building structural analysis based Internet of Things network assisted earthquake detection	196
Multifactor QoE scores in IoT topologies	179
Fault detection of industrial air separation stations based on metaheuristic optimization and bidirectional long short-term memory technique	171
End-To-end response-time analysis of DDS-based real-time applications	165
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things	162
DIDAuth-IoTFW: Decentralized firmware authentication for smart home IoT devices using verifiable credentials	160
Key–value data collection with local differential privacy for urban air quality monitoring in crowdsensing	159
A Variational Quantum Classifier for predictive analysis in industrial production	153
Self-adaptive and content-based scheduling for reducing idle listening and overhearing in securing quantum IoT sensors	153
A novel authentication protocol to ensure confidentiality among the Internet of Medical Things in covid-19 and future pandemic scenario	149
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices	145
Optimal data transmission for decentralized IoT and WSN based on Type-2 Fuzzy Harris Hawks Optimization	140
CSFF-YOLOv5: Improved YOLOv5 based on channel split and feature fusion in femoral neck fracture detection	134
A semantic communication model for the task of high quality image transmission to edge-end devices	133
Task offloading scheme of vehicular cloud edge computing based on Digital Twin and improved A3C	130
Empowering smart cities: High-altitude platforms based Mobile Edge Computing and Wireless Power Transfer for efficient IoT data processing	128
MDP-based connectivity and availability models for Internet of Vehicles	127
Federated learning for performance behavior detection in a fog-IoT system	124
IoT convergence with machine learning & blockchain: A review	121
A review of the security vulnerabilities and countermeasures in the Internet of Things solutions: A bright future for the Blockchain	120
Secure and Efficient Lightweight Authentication Protocol (SELAP) for multi-sector IoT applications	120

A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling	116
A comprehensive review of IoT device fingerprinting: Insights into techniques, trends, challenges, and future directions	115
Pixel tampering detection in encrypted surveillance videos on resource-constrained devices	112
Securing IoT devices: A novel approach using blockchain and quantum cryptography	105
IoT-based supply chain management: A systematic literature review	104
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers	103
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train	101
EVACUSCAPE: Internet of Things-enabled emergency evacuation based on matching theory	101
Capability token selection algorithms to implement lightweight protocols	99
IoT-enabled coordination for recommerce circular supply chain in the industry 4.0 era	97
Acheron: a market-based multi-relay architecture for adaptive and secure cross-chain communication	96
Enhancing real-time intrusion detection and secure key distribution using multi-model machine learning approach for mitigating confidentiality threats	95
Novel deep learning-based IoT network attack detection using magnet loss optimization	91
A contactless method for recognition of daily living activities for older adults based on ambient assisted living technology	89
Autonomous driving test system under hybrid reality: The role of digital twin technology	87
CONCERN: A model-based monitoring infrastructure	85
Anomaly-based Intrusion Detection System for smart lighting	85
Deep learning-based transceiver design for multi-user MIMO systems	85
A formal approach to specify and verify Internet of Things architecture	83
Tiny keys hold big secrets: On efficiency of Pairing-Based Cryptography in IoT	82
Real-time scalable UAV condition monitoring framework with hardware-level acceleration for IoT applications	82
STREAMLINE: Dynamic and Resource-Efficient Auto-Tuning of Stream Processing Data Pipeline Ensembles	82
Two-stage Stackelberg game based physical reality sensing incentive mechanism in metaverse	78
SkinSense: Efficient vibration-based communications over human body using motion sensors	76
Outlier detection in non-stationary time series applied to sewer network monitoring	75
A flexible Compilation-as-a-Service and Remote-Programming-as-a-Service platform for IoT devices	75
Efficient unmanned aerial vehicle-based data collection for IoT smart farming	75
A secured blockchain method for multivariate industrial IoT-oriented infrastructure based on deep residual squeeze and excitation network with single candidate optimizer	74
A cellular learning automata-based approach for self-protection and coverage problem in the Internet of Things	73
An IoT-enabled omnidirectional mobile system for home-based rehabilitation of upper and lower limbs	72
Lightweight multi-hop routing protocol for resource optimisation in edge computing networks	72
Big data and Internet of Things applications in smart cities: Recent advances, challenges, and critical issues	71
Factories of the future in industry 5.0—Softwarization, Servitization, and Industrialization	70
Microservices based architectures for IoT systems - State-of-the-art review	70
MQTT Spectrum: A comprehensive and version-agnostic dataset for intrusion detection in MQTT-based IoMT deployments	70
AVAESA: Adaptive VAE with self-attention and learnable signal processing for robust radar-based heart rate estimation	68
Formal verification and security analysis of FastDFS using process algebra	67
A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT	67
An energy-focused model for batteryless IoT: Vortex wireless power transfer and fog computing in 6 G networks	67
Semantic-driven dimension reduction for wireless internet of things	67
Fast and low cost FPGA-based architecture for arrhythmia detection with CNN	67
In-vehicle edge system for real-time dashcam video analysis	66
“Hey Alexa, what do you know about the COVID-19 vaccine?”— (Mis)perceptions of mass immunization and voice assistants	65
Enabling edge-driven Dataspace integration through convergence of distributed technologies	64
Edge deduplication for LoRaWAN using network coding	64
nCare: Fault-aware edge intelligence for rendering viable sensor nodes	64
Blockchain-enabled secure and efficient task allocation for IoT networks using enhanced fuzzy reptile search algorithm	62
Improving quality of service for Internet of Things(IoT) in real life application: A novel adaptation based Hybrid Evolutionary Algorithm	61
A GCN-LSTM framework for link prediction in dynamic SIoT networks	60
CPPA-RORS: A conditional privacy-preserving authentication scheme based on revocable one-time ring signature for VANETs	60

CONTEXT-NET: A context-aware nexus-based aggregation protocol for opportunistic networks	59
An efficient authentication and key agreement scheme for security-aware unmanned aerial vehicles assisted data harvesting in Internet of Things	59
Joint mode selection and resource allocation based on many-to-many reuse in D2D-aided IoT cellular networks	58
D4GW: DTLS for gateway multiplexed application to secure MQTT(SN)-based pub/sub architecture	58
Bluetooth low energy indoor positioning: A fingerprinting neural network approach	57
FedCLLM: Federated client selection assisted large language model utilizing domain description	56
Deep Image: A precious image based deep learning method for online malware detection in IoT environment	56
Image-based malware analysis for enhanced IoT security in smart cities	55
A review of digital object architecture and handle system: Development, current applications and prospective	55
Corrigendum to ’A ZigBee intrusion detection system for IoT using secure and efficient data collection’ Internet of Things, Volume 12, December 2020, 100,306	55
MTAN: Multi-degree Tail-aware Attention Network for human motion prediction	55
Adaptive Single-layer Aggregation Framework for Energy-efficient and Privacy-preserving Load Forecasting in Heterogeneous Federated Smart Grids	55
ACS: Accuracy-based client selection mechanism for federated industrial IoT	54
Greening smart learning environments with Artificial Intelligence of Things	54
Routing protocols in Vehicular Adhoc Networks (VANETs): A comprehensive survey	54
Memory-efficient and robust detection of Mirai botnet for future 6G-enabled IoT networks	53
Digital Twins in Additive Manufacturing: A systematic review	52
ZFort: A scalable zero-trust approach for trust management and traffic engineering in SDN based IoTs	51
Concept-drift-adaptive anomaly detector for marine sensor data streams	50
Real-time Mixed Reality (MR) and Artificial Intelligence (AI) object recognition integration for digital twin in Industry 4.0	50
Latency performance modelling in hyperledger fabric blockchain: Challenges and directions with an IoT perspective	50
Joint wireless resource allocation and bitrate adaptation for QoE improvement in IRS-aided RSMA-enabled IoMT streaming systems	50
Blockchain-based federated learning with homomorphic encryption for privacy-preserving healthcare data sharing	49
Low-power distance ranging for 2D-positioning using LoRa 2.4 GHz	49
An empirical investigation into the enhancement of decision-making capabilities in corporate sustainability leadership through Internet of Things (IoT) integration	49
A comprehensive soft security model for Cognitive Internet of Things	49
A systematic approach for threat and vulnerability analysis of unmanned aerial vehicles	48
6G and intelligent healthcare: Taxonomy, technologies, open issues and future research directions	46
Security and privacy solutions in intelligent transportation systems: A survey	46
IoT-powered personalization: creating the optimal shopping experience in digital twin VFRs	46
Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture	46
Optimized K-means routing protocol with black-winged kite algorithm for sustainable 5G/6G sensor networks	45
i-DSME: An industrial-DSME MAC protocol for smart factory automation	45
Farmland monitoring and livestock management based on internet of things	45
LoRaWAN-Based IoT System Implementation for Long-Range Outdoor Air Quality Monitoring	44
Commonsense reasoning and automatic generation of IoT contextual knowledge: An Answer Set Programming approach	44
Fast ML-based next-word prediction for hybrid languages	44
Planning and resource allocation of a hybrid IoT network using artificial intelligence	44
SCENE: Serving cluster formation in cEll-free dyNamic environments	44
DeepVitals: Deep neural and IoT based vitals monitoring in smart teleconsultation system	43
Proactive blockchain deployment mechanism in resource-constrained rate-splitting multiple access IoT networks	43
An intelligent fuzzy-based system for handover decision in 5G-IoT networks considering network slicing and SDN technologies	42
Intelligent digital twin for federated learning in AIoT networks	42
System-wide IoT design and programming: Patterns for decentralised collective processes	42
A multi-type artifact framework for cyber–physical, social systems design and development	42
Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color	42
Improved YOLO-v5 model for boosting face mask recognition accuracy on heterogeneous IoT computing platforms	41
Intelligent service placement algorithm based on DDQN and prioritized experience replay in IoT-Fog computing environment	41
iRestroom : A smart restroom cyberinfrastructure for elderly people	41
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things	41
Evaluating computing performance of deep neural network models with different backbones on IoT-based edge and cloud platforms	41
A deep learning model for natural language querying in Cyber–Physical Systems	41
Intent-based approaches for industry 4.0 applications: A systematic mapping study	41
IoT-based system for individual dairy cow feeding behavior monitoring using cow face recognition and edge computing	41
High-performance IoT Module for real-time control and self-diagnose PV panels under working daylight and dark electroluminescence conditions	40
Programming IoT systems: A focused conceptual framework and survey of approaches	39
An optimized CNN-based intrusion detection system for reducing risks in smart farming	39
AMI-Chain: A scalable power-metering blockchain with IPFS storage for smart cities	39
EdgeBus: Co-Simulation based resource management for heterogeneous mobile edge computing environments	39
Federated learning vulnerabilities, threats and defenses: A systematic review and future directions	39
Joint uplink-downlink user-cell association for ultra-dense NOMA networks	39
MicroFlow: An Efficient Rust-Based Inference Engine for TinyML	38
MULTI-BLOCK: A novel ML-based intrusion detection framework for SDN-enabled IoT networks using new pyramidal structure	38
Zero-knowledge machine learning models for blockchain peer-to-peer energy trading	38
Two level blockchain-based privacy preservation framework in IoT with heuristic fusion mechanism-aided deep learning architecture	38
Enhancing security through continuous biometric authentication using wearable sensors	38
A privacy-preserving distributed energy management framework based on vertical federated learning-based smart data cleaning for smart home electricity data	37
Implementation of multiple controllers for context-inspired collaboration between human and robot by integrating the uni-axial motion and real-time operating system	37
AIoT for sustainable manufacturing: Overview, challenges, and opportunities	37
Translating and verifying Cyber–Physical systems with shared-variable concurrency in SpaceEx	37
Enhancing healthcare security: Manifold-aware machine learning for robust adversarial attack detection in IoMT networks	37
Memory feedback transformer based intrusion detection system for IoMT healthcare networks	37
A novel real-time data driven method for floating vehicle speed trend prediction	37
Quantum cryptography as a solution for secure Wireless Sensor Networks: Roadmap, challenges and solutions	37
Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ	36
SHM-NDN: A seamless hybrid mobility management scheme for named data mobile ad hoc networks	36
Hypergraph Regularized Orthogonal Non-negative Tensor Factorization for Semi-supervised Clustering	35
FogScheduler: A resource optimization framework for energy-efficient computing in fog environments	35
Forecasting energy power consumption using federated learning in edge computing devices	35
IoVT-based efficient solution for optimal active smart camera selection in a tracking mission	35

Joint coded caching and BS sleeping strategy to reduce energy consumption in 6G edge networks	35
PRS-HDMC: An online participant recruitment scheme for vehicular crowdsensing-enabled HD map collection	35
BTIA-IME: A blockchain-based trusted interactive architecture for intelligent manufacturing equipment	35
Over-the-air firmware update for IoT devices on the wild	35
AIoT-enabled defect detection with minimal data: A few-shot learning approach combining prototypical and relational networks for smart manufacturing	35
MIMA 2.0 - Compact and portable Multifunctional IoT integrated Menstrual Aid	35
Exploring the applicability of haptic actuators in aquatic environments	34
IoT-based expert system for fault detection in Japanese Plum leaf-turgor pressure WSN	34
Digital twin-driven semantic offloading for LEO-MEC-enabled remote IoT networks	34
Multi-residual tensor completion for spatiotemporal data imputation	34
Robotic Arms for Telemedicine System Using Smart Sensors and Ultrasound Robots	34
Cooperative Swarm Learning for Distributed Cyclic Edge Intelligent Computing	33
Optimizing IoT architectures by using model driven approach and evolution strategy	33
WMPA-ConvBERT-BM: A hybrid deep learning model optimized by whale-marine predator algorithm for IoT-enabled malicious URL detection	33
An efficient methodology to composite fault detection and classification in wireless biosensor networks	33
A fine-grained framework for online IoT device firmware identification via version evolution analysis	33
Optimizing parameters of YOLO model through uniform experimental design for gripping tasks performed by an internet of things–based robotic arm	33
Enhancing IoT security through emotion recognition and blockchain-driven intrusion prevention	32
CRYSTALS-Dilithium post-quantum cyber-secure SoC for wired communications in critical systems	32
The role of IoT sensor in smart building context for indoor fire hazard scenario: A systematic review of interdisciplinary articles	32
The Three-Phase Methodology for IoT Project Development	32
FedWKD: Federated learning weighted aggregation with knowledge distillation for IoT forecasting	32
Wireless Sensor Network coverage optimization based on Yin–Yang pigeon-inspired optimization algorithm for Internet of Things	32
The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda	32
Enhancing lightweight authenticated key agreement with privacy protection using dynamic identities for Internet of Drones	31
A Digital Twin (DT) approach to Narrow-Band Internet of Things (NB-IoT) wireless communication optimization in an industrial scenario	31
Revocation in attribute-based encryption for fog-enabled internet of things: A systematic survey	31
XBiDeep: A novel explainable artificial intelligence based intrusion detection system for Internet of Medical Things environment	31
A robust IoT architecture for smart inverters in microgrids using hybrid deep learning and signal processing against adversarial attacks	31
A framework for enhancing cyber incident response with Security-Enhancing Digital Twins in Cyber–Physical Systems	30
A feedback-driven brain organoid platform enables automated maintenance and high-resolution neural activity monitoring	30
Reconfigurable intelligent surfaces for enhanced localisation: Advancing performance with KAN-based deep learning models	30
A novel machine learning pipeline to detect malicious anomalies for the Internet of Things	30
Predicting container intermodal transport arrival times: An approach based on IoT data	30
M2VT-IDS: A multi-task multi-view learning architecture for designing IoT intrusion detection system	29
The AutoSPADA platform: User-friendly edge computing for distributed learning and data analytics in connected vehicles	29
iPASecIoT: An intelligent pipeline for automatic and adaptive feature extraction for secure IoT device identification and intrusion detection	29
Advanced security frameworks for UAV and IoT: A deep learning approach	29
Enhancing privacy and security in smart healthcare: A blockchain-powered decentralized data dissemination scheme	29
Business continuity of Cloud-based IoT applications through a seamless continuum	29
An open testbed for O-RAN experimentation with AI-enabled control and monitoring	29
Performance analysis of entropy variation-based detection of DDoS attacks in IoT	29
Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators	28
Location-based activity behavior deviation detection for nursing home using IoT devices	28
Collaboration of AI, big data, and blockchain in Internet of Things (IoT): Emerging trends and perspectives	28
Dynamic cooperation and mutual feedback network for shield machine	28
A network communication speedup model using multiple fungible and non-fungible paths	28
FTL-TSLP: A federated transfer learning approach with a two-stage LSTM pipeline for fault-tolerant and privacy-preserving intrusion detection in IoMT networks	28
An improved aggregation-based signcryption for secure drone to ground station communication system	28
H-TERF: A hybrid approach combining fuzzy multi-criteria decision-making techniques and enhanced random forest to improve WBAN-IoT	28
A Decentralized Trust Establishment Protocol for Smart IoT Systems	28
The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions	27
QoS maximization scheduling of multiple UAV base stations in 3D environment	27
Improve quality of service for the Internet of Things using Blockchain & machine learning algorithms	27
On the integration of Self-Sovereign Identity with TLS 1.3 handshake to build trust in IoT systems	27
Fog Node Self-Control Middleware: Enhancing context awareness towards autonomous decision making in Fog Colonies	27
Minimizing energy consumption in 802.15.4 IoT devices with multilevel xRPL (MxRPL)	27
An access control scheme in IoT-enabled Smart-Grid systems using blockchain and PUF	27
Low complexity channel tracking algorithms for coordinated and uncoordinated pilot access over high-rate internet of things	27
IoTDeploy: Deployment of IoT Smart Applications over the Computing Continuum	27
Communication and computation efficiency in Federated Learning: A survey	27
Application of navigation grid corner point algorithm in virtual reality simulation images of indoor fire evacuation	26
Time-efficient UAV-enabled communications for sensors at unknown locations via reinforcement learning	26
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges	26
Intent-based IoT–Fog HDAF protocol for reliable communication in large-scale industrial iot deployments	26
The computing continuum: From IoT to the cloud	26
Exploring machine learning methods for the identification of production cycles and anomaly detection	26
The robust scheme for intrusion detection system in Internet of Things	26
A survey on security and cryptographic perspective of Industrial-Internet-of-Things	26
Automatic software tailoring for Green Internet of Things	26
Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud–Fog–Edge architectures	26
A survey on security in internet of things with a focus on the impact of emerging technologies	26
IoT-based monitoring and control for optimized plant growth in smart greenhouses using soil and hydroponic systems	26
Physics-informed Bayesian angle-of-arrival estimation for commercial off-the-shelf RFID with sub-degree accuracy	26
FedCDC: Communication-efficient clustered federated learning for heterogeneous IoT edge networks	26
Distributed inference in IoT-based aerial network of UAVs	25
A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city	25
HAR: A stacked ensemble learning approach based on smartphone sensors for activity detection	25
AI-based anomaly identification techniques for vehicles communication protocol systems: Comprehensive investigation, research opportunities and challenges	25
Enhancing AI transparency in IoT intrusion detection using explainable AI techniques	25
A fault tolerance aware green IoT workflow scheduling algorithm for multi-dimensional resource utilization in sustainable cloud computing	25
A comparison of code quality metrics and best practices in non-IoT and IoT systems	25
Missing data recovery based on temporal smoothness and time-varying similarity for wireless sensor network	25
Secure IoT-enabled sharing of digital medical records: An integrated approach with reversible data hiding, symmetric cryptosystem, and IPFS	25
Vortex Feature Positioning: Bridging tabular IIoT data and image-based deep learning	25
The internet of modular robotic things: Issues, limitations, challenges, & solutions	24
SAFE: An ICT platform for supporting monitoring, localization and rescue operations in case of earthquake	24
Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies	24
Reliable PID dual-rate controller based on LoRaWAN for long-range distributed systems	24
Relationship between resource scheduling and distributed learning in IoT edge computing — An insight into complementary aspects, existing research and future directions	24
Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives	24
PARSECS_RT: A real-time PARSECS-based communication protocol stack for critical sensing applications	24
Resource allocation for dataflow applications in FANETs using anypath routing	24
Characterizing time-critical internet of things	24
Blockchain-enabled road vehicle emissions monitoring: A secure, scalable and private framework	24