Internet of Things

Article	Citations
E-governance and the European Union: Agenda for implementation	575
Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks	378
SPOTTER: A novel asynchronous and independent WiFi and BLE fusion method based on particle filter for indoor positioning	296
Detecting vulnerabilities in IoT firmware via keyword identification and path optimization	228
Multifactor QoE scores in IoT topologies	206
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things	190
Key–value data collection with local differential privacy for urban air quality monitoring in crowdsensing	182
Federated learning for performance behavior detection in a fog-IoT system	176
A Variational Quantum Classifier for predictive analysis in industrial production	176
A novel authentication protocol to ensure confidentiality among the Internet of Medical Things in covid-19 and future pandemic scenario	168
MDP-based connectivity and availability models for Internet of Vehicles	167
Secure and Efficient Lightweight Authentication Protocol (SELAP) for multi-sector IoT applications	166
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices	165
Empowering smart cities: High-altitude platforms based Mobile Edge Computing and Wireless Power Transfer for efficient IoT data processing	163
Fault detection of industrial air separation stations based on metaheuristic optimization and bidirectional long short-term memory technique	154
Task offloading scheme of vehicular cloud edge computing based on Digital Twin and improved A3C	148
DIDAuth-IoTFW: Decentralized firmware authentication for smart home IoT devices using verifiable credentials	147
End-To-end response-time analysis of DDS-based real-time applications	145
Self-adaptive and content-based scheduling for reducing idle listening and overhearing in securing quantum IoT sensors	142
Optimal data transmission for decentralized IoT and WSN based on Type-2 Fuzzy Harris Hawks Optimization	141
Pixel tampering detection in encrypted surveillance videos on resource-constrained devices	139
A semantic communication model for the task of high quality image transmission to edge-end devices	134
A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling	129
CSFF-YOLOv5: Improved YOLOv5 based on channel split and feature fusion in femoral neck fracture detection	129
Building structural analysis based Internet of Things network assisted earthquake detection	124

Securing IoT devices: A novel approach using blockchain and quantum cryptography	122
A comprehensive review of IoT device fingerprinting: Insights into techniques, trends, challenges, and future directions	122
IoT convergence with machine learning & blockchain: A review	115
A review of the security vulnerabilities and countermeasures in the Internet of Things solutions: A bright future for the Blockchain	114
IoT-based supply chain management: A systematic literature review	113
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers	112
EVACUSCAPE: Internet of Things-enabled emergency evacuation based on matching theory	111
Capability token selection algorithms to implement lightweight protocols	108
Enhancing real-time intrusion detection and secure key distribution using multi-model machine learning approach for mitigating confidentiality threats	106
Novel deep learning-based IoT network attack detection using magnet loss optimization	105
Two-stage Stackelberg game based physical reality sensing incentive mechanism in metaverse	104
SkinSense: Efficient vibration-based communications over human body using motion sensors	101
A flexible Compilation-as-a-Service and Remote-Programming-as-a-Service platform for IoT devices	98
Outlier detection in non-stationary time series applied to sewer network monitoring	95
Efficient unmanned aerial vehicle-based data collection for IoT smart farming	94
A cellular learning automata-based approach for self-protection and coverage problem in the Internet of Things	93
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train	92
An energy-aware, load-balanced and secure IoMT edge-cloud framework for real-time wound assessment	91
An energy-focused model for batteryless IoT: Vortex wireless power transfer and fog computing in 6 G networks	90
Real-time scalable UAV condition monitoring framework with hardware-level acceleration for IoT applications	90
A formal approach to specify and verify Internet of Things architecture	90
Lightweight multi-hop routing protocol for resource optimisation in edge computing networks	89
MQTT Spectrum: A comprehensive and version-agnostic dataset for intrusion detection in MQTT-based IoMT deployments	87
AVAESA: Adaptive VAE with self-attention and learnable signal processing for robust radar-based heart rate estimation	86
A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT	85
An IoT-enabled omnidirectional mobile system for home-based rehabilitation of upper and lower limbs	84
Tiny keys hold big secrets: On efficiency of Pairing-Based Cryptography in IoT	82
Deep learning-based transceiver design for multi-user MIMO systems	80
Big data and Internet of Things applications in smart cities: Recent advances, challenges, and critical issues	79
Factories of the future in industry 5.0—Softwarization, Servitization, and Industrialization	79
IoT-enabled coordination for recommerce circular supply chain in the industry 4.0 era	77
A secured blockchain method for multivariate industrial IoT-oriented infrastructure based on deep residual squeeze and excitation network with single candidate optimizer	77
Anomaly-based Intrusion Detection System for smart lighting	77
Microservices based architectures for IoT systems - State-of-the-art review	76
Acheron: a market-based multi-relay architecture for adaptive and secure cross-chain communication	75
CONCERN: A model-based monitoring infrastructure	74
Autonomous driving test system under hybrid reality: The role of digital twin technology	74
Integrated RTK-LoRaWAN for energy-efficient precision IoT positioning in connectivity-constrained environments	72
A contactless method for recognition of daily living activities for older adults based on ambient assisted living technology	71
STREAMLINE: Dynamic and Resource-Efficient Auto-Tuning of Stream Processing Data Pipeline Ensembles	70
Fast and low cost FPGA-based architecture for arrhythmia detection with CNN	69
FedCLLM: Federated client selection assisted large language model utilizing domain description	68
Semantic-driven dimension reduction for wireless internet of things	68
An empirical investigation into the enhancement of decision-making capabilities in corporate sustainability leadership through Internet of Things (IoT) integration	68
In-vehicle edge system for real-time dashcam video analysis	68
Improving quality of service for Internet of Things(IoT) in real life application: A novel adaptation based Hybrid Evolutionary Algorithm	67
ZFort: A scalable zero-trust approach for trust management and traffic engineering in SDN based IoTs	67
Real-time electric vehicle routing and charging optimization with battery life consideration	65
Adaptive Single-layer Aggregation Framework for Energy-efficient and Privacy-preserving Load Forecasting in Heterogeneous Federated Smart Grids	65
“Hey Alexa, what do you know about the COVID-19 vaccine?”— (Mis)perceptions of mass immunization and voice assistants	64

nCare: Fault-aware edge intelligence for rendering viable sensor nodes	63
CPPA-RORS: A conditional privacy-preserving authentication scheme based on revocable one-time ring signature for VANETs	62
Edge deduplication for LoRaWAN using network coding	62
An efficient authentication and key agreement scheme for security-aware unmanned aerial vehicles assisted data harvesting in Internet of Things	61
CONTEXT-NET: A context-aware nexus-based aggregation protocol for opportunistic networks	61
D4GW: DTLS for gateway multiplexed application to secure MQTT(SN)-based pub/sub architecture	60
A review of digital object architecture and handle system: Development, current applications and prospective	60
Image-based malware analysis for enhanced IoT security in smart cities	59
Corrigendum to ’A ZigBee intrusion detection system for IoT using secure and efficient data collection’ Internet of Things, Volume 12, December 2020, 100,306	59
IoT-powered personalization: creating the optimal shopping experience in digital twin VFRs	59
Low-power distance ranging for 2D-positioning using LoRa 2.4 GHz	58
A comprehensive soft security model for Cognitive Internet of Things	58
Farmland monitoring and livestock management based on internet of things	58
A GCN-LSTM framework for link prediction in dynamic SIoT networks	58
Joint wireless resource allocation and bitrate adaptation for QoE improvement in IRS-aided RSMA-enabled IoMT streaming systems	57
Formal verification and security analysis of FastDFS using process algebra	56
A systematic approach for threat and vulnerability analysis of unmanned aerial vehicles	55
ACS: Accuracy-based client selection mechanism for federated industrial IoT	55
Greening smart learning environments with Artificial Intelligence of Things	55
Enabling edge-driven Dataspace integration through convergence of distributed technologies	55
MTAN: Multi-degree Tail-aware Attention Network for human motion prediction	55
Concept-drift-adaptive anomaly detector for marine sensor data streams	54
Joint mode selection and resource allocation based on many-to-many reuse in D2D-aided IoT cellular networks	54
Bluetooth low energy indoor positioning: A fingerprinting neural network approach	54
Digital Twins in Additive Manufacturing: A systematic review	53
Blockchain-enabled secure and efficient task allocation for IoT networks using enhanced fuzzy reptile search algorithm	53
Real-time Mixed Reality (MR) and Artificial Intelligence (AI) object recognition integration for digital twin in Industry 4.0	53
Deep Image: A precious image based deep learning method for online malware detection in IoT environment	52
6G and intelligent healthcare: Taxonomy, technologies, open issues and future research directions	52
Latency performance modelling in hyperledger fabric blockchain: Challenges and directions with an IoT perspective	51
Security and privacy solutions in intelligent transportation systems: A survey	51
Blockchain-based federated learning with homomorphic encryption for privacy-preserving healthcare data sharing	51
Routing protocols in Vehicular Adhoc Networks (VANETs): A comprehensive survey	50
Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture	49
i-DSME: An industrial-DSME MAC protocol for smart factory automation	47
Memory-efficient and robust detection of Mirai botnet for future 6G-enabled IoT networks	47
A multi-type artifact framework for cyber–physical, social systems design and development	46
Commonsense reasoning and automatic generation of IoT contextual knowledge: An Answer Set Programming approach	46
DeepVitals: Deep neural and IoT based vitals monitoring in smart teleconsultation system	46
Optimized K-means routing protocol with black-winged kite algorithm for sustainable 5G/6G sensor networks	46
SCENE: Serving cluster formation in cEll-free dyNamic environments	46
FogScheduler: A resource optimization framework for energy-efficient computing in fog environments	45
SHM-NDN: A seamless hybrid mobility management scheme for named data mobile ad hoc networks	45
Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color	45
An intelligent fuzzy-based system for handover decision in 5G-IoT networks considering network slicing and SDN technologies	45
System-wide IoT design and programming: Patterns for decentralised collective processes	45
iRestroom : A smart restroom cyberinfrastructure for elderly people	45
A novel real-time data driven method for floating vehicle speed trend prediction	44
A deep learning model for natural language querying in Cyber–Physical Systems	44
Enhancing healthcare security: Manifold-aware machine learning for robust adversarial attack detection in IoMT networks	44
Translating and verifying Cyber–Physical systems with shared-variable concurrency in SpaceEx	44
Improved YOLO-v5 model for boosting face mask recognition accuracy on heterogeneous IoT computing platforms	44
Quantum cryptography as a solution for secure Wireless Sensor Networks: Roadmap, challenges and solutions	43
Joint uplink-downlink user-cell association for ultra-dense NOMA networks	43
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things	43
Implementation of multiple controllers for context-inspired collaboration between human and robot by integrating the uni-axial motion and real-time operating system	43
Two level blockchain-based privacy preservation framework in IoT with heuristic fusion mechanism-aided deep learning architecture	43
Enhancing security through continuous biometric authentication using wearable sensors	43
A privacy-preserving distributed energy management framework based on vertical federated learning-based smart data cleaning for smart home electricity data	43
Zero-knowledge machine learning models for blockchain peer-to-peer energy trading	43
Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ	43
Hypergraph regularized orthogonal non-negative tensor factorization for semi-supervised clustering	42
MULTI-BLOCK: A novel ML-based intrusion detection framework for SDN-enabled IoT networks using new pyramidal structure	42
Fast ML-based next-word prediction for hybrid languages	42
Planning and resource allocation of a hybrid IoT network using artificial intelligence	42
Intent-based approaches for industry 4.0 applications: A systematic mapping study	41
Programming IoT systems: A focused conceptual framework and survey of approaches	41
MicroFlow: An Efficient Rust-Based Inference Engine for TinyML	41
Memory feedback transformer based intrusion detection system for IoMT healthcare networks	41
Intelligent service placement algorithm based on DDQN and prioritized experience replay in IoT-Fog computing environment	40
Over-the-air firmware update for IoT devices on the wild	40
IoT-based system for individual dairy cow feeding behavior monitoring using cow face recognition and edge computing	40
Proactive blockchain deployment mechanism in resource-constrained rate-splitting multiple access IoT networks	40
EdgeBus: Co-Simulation based resource management for heterogeneous mobile edge computing environments	40
Intelligent digital twin for federated learning in AIoT networks	40
Federated learning vulnerabilities, threats and defenses: A systematic review and future directions	40
An optimized CNN-based intrusion detection system for reducing risks in smart farming	40
Evaluating computing performance of deep neural network models with different backbones on IoT-based edge and cloud platforms	39
IoVT-based efficient solution for optimal active smart camera selection in a tracking mission	39
High-performance IoT Module for real-time control and self-diagnose PV panels under working daylight and dark electroluminescence conditions	39

AMI-Chain: A scalable power-metering blockchain with IPFS storage for smart cities	39
AIoT-enabled defect detection with minimal data: A few-shot learning approach combining prototypical and relational networks for smart manufacturing	39
LoRaWAN-Based IoT System Implementation for Long-Range Outdoor Air Quality Monitoring	39
AIoT for sustainable manufacturing: Overview, challenges, and opportunities	39
Joint coded caching and BS sleeping strategy to reduce energy consumption in 6G edge networks	39
Predicting container intermodal transport arrival times: An approach based on IoT data	38
BTIA-IME: A blockchain-based trusted interactive architecture for intelligent manufacturing equipment	38
A novel machine learning pipeline to detect malicious anomalies for the Internet of Things	38
PRS-HDMC: An online participant recruitment scheme for vehicular crowdsensing-enabled HD map collection	38
Business continuity of Cloud-based IoT applications through a seamless continuum	37
iPASecIoT: An intelligent pipeline for automatic and adaptive feature extraction for secure IoT device identification and intrusion detection	37
Multi-residual tensor completion for spatiotemporal data imputation	37
An improved aggregation-based signcryption for secure drone to ground station communication system	37
MIMA 2.0 - Compact and portable Multifunctional IoT integrated Menstrual Aid	37
An efficient methodology to composite fault detection and classification in wireless biosensor networks	36
Exploring the applicability of haptic actuators in aquatic environments	36
Optimizing parameters of YOLO model through uniform experimental design for gripping tasks performed by an internet of things–based robotic arm	36
Robotic Arms for Telemedicine System Using Smart Sensors and Ultrasound Robots	36
Performance analysis of entropy variation-based detection of DDoS attacks in IoT	35
Enhancing IoT security through emotion recognition and blockchain-driven intrusion prevention	35
FedWKD: Federated learning weighted aggregation with knowledge distillation for IoT forecasting	35
The Three-Phase Methodology for IoT Project Development	35
Revocation in attribute-based encryption for fog-enabled internet of things: A systematic survey	35
A fine-grained framework for online IoT device firmware identification via version evolution analysis	35
Digital twin-driven semantic offloading for LEO-MEC-enabled remote IoT networks	35
The AutoSPADA platform: User-friendly edge computing for distributed learning and data analytics in connected vehicles	34
Reconfigurable intelligent surfaces for enhanced localisation: Advancing performance with KAN-based deep learning models	34
A feedback-driven brain organoid platform enables automated maintenance and high-resolution neural activity monitoring	34
A Digital Twin (DT) approach to Narrow-Band Internet of Things (NB-IoT) wireless communication optimization in an industrial scenario	33
H-TERF: A hybrid approach combining fuzzy multi-criteria decision-making techniques and enhanced random forest to improve WBAN-IoT	33
Scalable post-quantum non-interactive multi-signature for IoT-enabled blockchain systems	33
An intelligent cloud-based framework for healthcare cybersecurity using sparsity-aware edge attention network and sculptor optimization algorithm	33
SDGreen: A computational framework for advancing sustainable development goals in smart universities using IoT	33
M2VT-IDS: A multi-task multi-view learning architecture for designing IoT intrusion detection system	32
The role of IoT sensor in smart building context for indoor fire hazard scenario: A systematic review of interdisciplinary articles	32
Optimizing IoT architectures by using model driven approach and evolution strategy	32
XBiDeep: A novel explainable artificial intelligence based intrusion detection system for Internet of Medical Things environment	32
Enhancing lightweight authenticated key agreement with privacy protection using dynamic identities for Internet of Drones	32
WMPA-ConvBERT-BM: A hybrid deep learning model optimized by whale-marine predator algorithm for IoT-enabled malicious URL detection	32
Wireless Sensor Network coverage optimization based on Yin–Yang pigeon-inspired optimization algorithm for Internet of Things	32
A dual-stage approach for explainable time series forecasting in on-field cyber-physical systems	32
CRYSTALS-Dilithium post-quantum cyber-secure SoC for wired communications in critical systems	31
IoT-based expert system for fault detection in Japanese Plum leaf-turgor pressure WSN	31
A robust IoT architecture for smart inverters in microgrids using hybrid deep learning and signal processing against adversarial attacks	31
Cooperative Swarm Learning for Distributed Cyclic Edge Intelligent Computing	31
The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda	31
Forecasting energy power consumption using federated learning in edge computing devices	31
Advanced security frameworks for UAV and IoT: A deep learning approach	31
Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators	31
A framework for enhancing cyber incident response with Security-Enhancing Digital Twins in Cyber–Physical Systems	30
FTL-TSLP: A federated transfer learning approach with a two-stage LSTM pipeline for fault-tolerant and privacy-preserving intrusion detection in IoMT networks	30
A network communication speedup model using multiple fungible and non-fungible paths	30
An open testbed for O-RAN experimentation with AI-enabled control and monitoring	30
Location-based activity behavior deviation detection for nursing home using IoT devices	30
Enhancing privacy and security in smart healthcare: A blockchain-powered decentralized data dissemination scheme	30
Dynamic cooperation and mutual feedback network for shield machine	30
An access control scheme in IoT-enabled Smart-Grid systems using blockchain and PUF	30
Application of navigation grid corner point algorithm in virtual reality simulation images of indoor fire evacuation	29
Physics-informed Bayesian angle-of-arrival estimation for commercial off-the-shelf RFID with sub-degree accuracy	29
QoS maximization scheduling of multiple UAV base stations in 3D environment	29
Intent-based IoT–Fog HDAF protocol for reliable communication in large-scale industrial iot deployments	29
The robust scheme for intrusion detection system in Internet of Things	29
Low complexity channel tracking algorithms for coordinated and uncoordinated pilot access over high-rate internet of things	29
A Decentralized Trust Establishment Protocol for Smart IoT Systems	29
Time-efficient UAV-enabled communications for sensors at unknown locations via reinforcement learning	29
Minimizing energy consumption in 802.15.4 IoT devices with multilevel xRPL (MxRPL)	29
Automatic software tailoring for Green Internet of Things	28
Collaboration of AI, big data, and blockchain in Internet of Things (IoT): Emerging trends and perspectives	28
Fog Node Self-Control Middleware: Enhancing context awareness towards autonomous decision making in Fog Colonies	28
A comparison of code quality metrics and best practices in non-IoT and IoT systems	28
FedCDC: Communication-efficient clustered federated learning for heterogeneous IoT edge networks	28
AI-based anomaly identification techniques for vehicles communication protocol systems: Comprehensive investigation, research opportunities and challenges	28
Distributed inference in IoT-based aerial network of UAVs	28
Missing data recovery based on temporal smoothness and time-varying similarity for wireless sensor network	28
IoTDeploy: Deployment of IoT Smart Applications over the Computing Continuum	28
The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions	27
Exploring machine learning methods for the identification of production cycles and anomaly detection	27
On the integration of Self-Sovereign Identity with TLS 1.3 handshake to build trust in IoT systems	27
A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city	27
Communication and computation efficiency in Federated Learning: A survey	27
Improve quality of service for the Internet of Things using Blockchain & machine learning algorithms	27
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges	27
Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud–Fog–Edge architectures	27
Secure IoT-enabled sharing of digital medical records: An integrated approach with reversible data hiding, symmetric cryptosystem, and IPFS	26
Social relationships and location information based routing algorithm in opportunistic networks	26
Characterizing time-critical internet of things	26
Matter and ECHONET Lite: Similarities, differences, and a bridge solution for interoperability	26
Bluetooth 5 power consumption for an opportunistic edge computing system based on low-power IoT devices	26
Reliable PID dual-rate controller based on LoRaWAN for long-range distributed systems	26
Blockchain-enabled road vehicle emissions monitoring: A secure, scalable and private framework	26
OpenAPI framework for the Web of Things	26
Vortex Feature Positioning: Bridging tabular IIoT data and image-based deep learning	26
The internet of modular robotic things: Issues, limitations, challenges, & solutions	26
Resource allocation for dataflow applications in FANETs using anypath routing	26
ABS-TD3: Efficient IoT data submission in DAG-based DLTs for digital circular economy	26