Internet of Things

Article	Citations
A semantic communication model for the task of high quality image transmission to edge-end devices	576
E-governance and the European Union: Agenda for implementation	491
A comprehensive review of IoT device fingerprinting: Insights into techniques, trends, challenges, and future directions	298
Optimal data transmission for decentralized IoT and WSN based on Type-2 Fuzzy Harris Hawks Optimization	235
A real-time tennis level evaluation and strokes classification system based on the Internet of Things	197
DIDAuth-IoTFW: Decentralized firmware authentication for smart home IoT devices using verifiable credentials	173
IoT convergence with machine learning & blockchain: A review	156
Secure and Efficient Lightweight Authentication Protocol (SELAP) for multi-sector IoT applications	142
A review of the security vulnerabilities and countermeasures in the Internet of Things solutions: A bright future for the Blockchain	141
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things	135
A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling	126
A Variational Quantum Classifier for predictive analysis in industrial production	119
Key–value data collection with local differential privacy for urban air quality monitoring in crowdsensing	117
MDP-based connectivity and availability models for Internet of Vehicles	114
Building structural analysis based Internet of Things network assisted earthquake detection	112
SPOTTER: A novel asynchronous and independent WiFi and BLE fusion method based on particle filter for indoor positioning	111
A novel authentication protocol to ensure confidentiality among the Internet of Medical Things in covid-19 and future pandemic scenario	109
Federated learning for performance behavior detection in a fog-IoT system	106
TUI Model for data privacy assessment in IoT networks	105
Multifactor QoE scores in IoT topologies	101
Dfinder—An efficient differencing algorithm for incremental programming of constrained IoT devices	100
Pixel tampering detection in encrypted surveillance videos on resource-constrained devices	99
CSFF-YOLOv5: Improved YOLOv5 based on channel split and feature fusion in femoral neck fracture detection	97
Self-adaptive and content-based scheduling for reducing idle listening and overhearing in securing quantum IoT sensors	94
Empowering smart cities: High-altitude platforms based Mobile Edge Computing and Wireless Power Transfer for efficient IoT data processing	93

Task offloading scheme of vehicular cloud edge computing based on Digital Twin and improved A3C	93
Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks	90
Proactive trust classification for detection of replication attacks in 6LoWPAN-based IoT	89
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices	85
Detecting vulnerabilities in IoT firmware via keyword identification and path optimization	84
IoT-based supply chain management: A systematic literature review	83
Securing IoT devices: A novel approach using blockchain and quantum cryptography	83
Novel deep learning-based IoT network attack detection using magnet loss optimization	81
Capability token selection algorithms to implement lightweight protocols	80
Fast and low cost FPGA-based architecture for arrhythmia detection with CNN	80
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train	79
Enhancing real-time intrusion detection and secure key distribution using multi-model machine learning approach for mitigating confidentiality threats	77
STREAMLINE: Dynamic and Resource-Efficient Auto-Tuning of Stream Processing Data Pipeline Ensembles	75
Deep learning-based transceiver design for multi-user MIMO systems	73
EVACUSCAPE: Internet of Things-enabled emergency evacuation based on matching theory	72
CONCERN: A model-based monitoring infrastructure	72
A flexible Compilation-as-a-Service and Remote-Programming-as-a-Service platform for IoT devices	72
Outlier detection in non-stationary time series applied to sewer network monitoring	71
A formal approach to specify and verify Internet of Things architecture	71
A cellular learning automata-based approach for self-protection and coverage problem in the Internet of Things	70
Anomaly-based Intrusion Detection System for smart lighting	70
SkinSense: Efficient vibration-based communications over human body using motion sensors	70
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers	68
Big data and Internet of Things applications in smart cities: Recent advances, challenges, and critical issues	67
Lightweight multi-hop routing protocol for resource optimisation in edge computing networks	66
An energy-focused model for batteryless IoT: Vortex wireless power transfer and fog computing in 6 G networks	65
A secured blockchain method for multivariate industrial IoT-oriented infrastructure based on deep residual squeeze and excitation network with single candidate optimizer	64
An IoT-enabled omnidirectional mobile system for home-based rehabilitation of upper and lower limbs	64
IoT-enabled coordination for recommerce circular supply chain in the industry 4.0 era	64
Autonomous driving test system under hybrid reality: The role of digital twin technology	64
A contactless method for recognition of daily living activities for older adults based on ambient assisted living technology	62
Two-stage Stackelberg game based physical reality sensing incentive mechanism in metaverse	62
Tiny keys hold big secrets: On efficiency of Pairing-Based Cryptography in IoT	61
A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT	60
Microservices based architectures for IoT systems - State-of-the-art review	59
Factories of the future in industry 5.0—Softwarization, Servitization, and Industrialization	59
ISEE: A heterogeneous information system for event explainability in smart connected environments	58
Efficient unmanned aerial vehicle-based data collection for IoT smart farming	58
Formal verification and security analysis of FastDFS using process algebra	58
CPPA-RORS: A conditional privacy-preserving authentication scheme based on revocable one-time ring signature for VANETs	58
Semantic-driven dimension reduction for wireless internet of things	57
ZFort: A scalable zero-trust approach for trust management and traffic engineering in SDN based IoTs	56
Blockchain-enabled secure and efficient task allocation for IoT networks using enhanced fuzzy reptile search algorithm	55
In-vehicle edge system for real-time dashcam video analysis	54
Corrigendum to ’A ZigBee intrusion detection system for IoT using secure and efficient data collection’ Internet of Things, Volume 12, December 2020, 100,306	53
Image-based malware analysis for enhanced IoT security in smart cities	53
Greening smart learning environments with Artificial Intelligence of Things	51
A review of digital object architecture and handle system: Development, current applications and prospective	51
Bluetooth low energy indoor positioning: A fingerprinting neural network approach	51
Enabling edge-driven Dataspace integration through convergence of distributed technologies	51

A comprehensive soft security model for Cognitive Internet of Things	51
Memory-efficient and robust detection of Mirai botnet for future 6G-enabled IoT networks	51
Digital Twins in Additive Manufacturing: A systematic review	50
IoT-powered personalization: creating the optimal shopping experience in digital twin VFRs	50
Edge deduplication for LoRaWAN using network coding	50
Farmland monitoring and livestock management based on internet of things	49
D4GW: DTLS for gateway multiplexed application to secure MQTT(SN)-based pub/sub architecture	49
nCare: Fault-aware edge intelligence for rendering viable sensor nodes	49
MTAN: Multi-degree Tail-aware Attention Network for human motion prediction	48
Joint wireless resource allocation and bitrate adaptation for QoE improvement in IRS-aided RSMA-enabled IoMT streaming systems	47
Concept-drift-adaptive anomaly detector for marine sensor data streams	47
Blockchain-based federated learning with homomorphic encryption for privacy-preserving healthcare data sharing	46
Adaptive Single-layer Aggregation Framework for Energy-efficient and Privacy-preserving Load Forecasting in Heterogeneous Federated Smart Grids	45
A systematic approach for threat and vulnerability analysis of unmanned aerial vehicles	45
“Hey Alexa, what do you know about the COVID-19 vaccine?”— (Mis)perceptions of mass immunization and voice assistants	44
An efficient authentication and key agreement scheme for security-aware unmanned aerial vehicles assisted data harvesting in Internet of Things	44
A GCN-LSTM framework for link prediction in dynamic SIoT networks	43
CONTEXT-NET: A context-aware nexus-based aggregation protocol for opportunistic networks	43
ACS: Accuracy-based client selection mechanism for federated industrial IoT	43
An empirical investigation into the enhancement of decision-making capabilities in corporate sustainability leadership through Internet of Things (IoT) integration	42
Improving quality of service for Internet of Things(IoT) in real life application: A novel adaptation based Hybrid Evolutionary Algorithm	41
Routing protocols in Vehicular Adhoc Networks (VANETs): A comprehensive survey	41
6G and intelligent healthcare: Taxonomy, technologies, open issues and future research directions	41
FedCLLM: Federated client selection assisted large language model utilizing domain description	41
Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture	40
Latency performance modelling in hyperledger fabric blockchain: Challenges and directions with an IoT perspective	40
Deep Image: A precious image based deep learning method for online malware detection in IoT environment	40
Real-time Mixed Reality (MR) and Artificial Intelligence (AI) object recognition integration for digital twin in Industry 4.0	39
Joint mode selection and resource allocation based on many-to-many reuse in D2D-aided IoT cellular networks	39
Joint uplink-downlink user-cell association for ultra-dense NOMA networks	38
A multi-type artifact framework for cyber–physical, social systems design and development	38
Two level blockchain-based privacy preservation framework in IoT with heuristic fusion mechanism-aided deep learning architecture	38
High-performance IoT Module for real-time control and self-diagnose PV panels under working daylight and dark electroluminescence conditions	38
Planning and resource allocation of a hybrid IoT network using artificial intelligence	37
Quantum cryptography as a solution for secure Wireless Sensor Networks: Roadmap, challenges and solutions	37
Commonsense reasoning and automatic generation of IoT contextual knowledge: An Answer Set Programming approach	37
Fast ML-based next-word prediction for hybrid languages	37
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things	37
Intent-based approaches for industry 4.0 applications: A systematic mapping study	36
System-wide IoT design and programming: Patterns for decentralised collective processes	36
Enhancing security through continuous biometric authentication using wearable sensors	36
FogScheduler: A resource optimization framework for energy-efficient computing in fog environments	36
i-DSME: An industrial-DSME MAC protocol for smart factory automation	35
Over-the-air firmware update for IoT devices on the wild	35
Improved YOLO-v5 model for boosting face mask recognition accuracy on heterogeneous IoT computing platforms	35
Proactive blockchain deployment mechanism in resource-constrained rate-splitting multiple access IoT networks	35
Translating and verifying Cyber–Physical systems with shared-variable concurrency in SpaceEx	35
MULTI-BLOCK: A novel ML-based intrusion detection framework for SDN-enabled IoT networks using new pyramidal structure	35
Evaluating computing performance of deep neural network models with different backbones on IoT-based edge and cloud platforms	34
A novel real-time data driven method for floating vehicle speed trend prediction	34
Programming IoT systems: A focused conceptual framework and survey of approaches	34
DeepVitals: Deep neural and IoT based vitals monitoring in smart teleconsultation system	33
Memory feedback transformer based intrusion detection system for IoMT healthcare networks	33
SHM-NDN: A seamless hybrid mobility management scheme for named data mobile ad hoc networks	33
A deep learning model for natural language querying in Cyber–Physical Systems	33
Optimized K-means routing protocol with black-winged kite algorithm for sustainable 5G/6G sensor networks	33
Implementation of multiple controllers for context-inspired collaboration between human and robot by integrating the uni-axial motion and real-time operating system	32
Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ	31
An intelligent fuzzy-based system for handover decision in 5G-IoT networks considering network slicing and SDN technologies	31
LoRaWAN-Based IoT System Implementation for Long-Range Outdoor Air Quality Monitoring	31
A privacy-preserving distributed energy management framework based on vertical federated learning-based smart data cleaning for smart home electricity data	31
MicroFlow: An Efficient Rust-Based Inference Engine for TinyML	31
IoT-based system for individual dairy cow feeding behavior monitoring using cow face recognition and edge computing	31
Intelligent service placement algorithm based on DDQN and prioritized experience replay in IoT-Fog computing environment	31
EdgeBus: Co-Simulation based resource management for heterogeneous mobile edge computing environments	30
Zero-knowledge machine learning models for blockchain peer-to-peer energy trading	30
Intelligent digital twin for federated learning in AIoT networks	30
An optimized CNN-based intrusion detection system for reducing risks in smart farming	30
AMI-Chain: A scalable power-metering blockchain with IPFS storage for smart cities	30
Federated learning with hyperparameter-based clustering for electrical load forecasting	30
Federated learning vulnerabilities, threats and defenses: A systematic review and future directions	30
Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color	30
AIoT for sustainable manufacturing: Overview, challenges, and opportunities	30
Optimizing parameters of YOLO model through uniform experimental design for gripping tasks performed by an internet of things–based robotic arm	29
The Three-Phase Methodology for IoT Project Development	29
iRestroom : A smart restroom cyberinfrastructure for elderly people	29
AIoT-enabled defect detection with minimal data: A few-shot learning approach combining prototypical and relational networks for smart manufacturing	29
Robotic Arms for Telemedicine System Using Smart Sensors and Ultrasound Robots	28
H-TERF: A hybrid approach combining fuzzy multi-criteria decision-making techniques and enhanced random forest to improve WBAN-IoT	28
Exploring the applicability of haptic actuators in aquatic environments	28

Predicting container intermodal transport arrival times: An approach based on IoT data	28
Joint coded caching and BS sleeping strategy to reduce energy consumption in 6G edge networks	28
Enhancing lightweight authenticated key agreement with privacy protection using dynamic identities for Internet of Drones	28
A robust IoT architecture for smart inverters in microgrids using hybrid deep learning and signal processing against adversarial attacks	27
BTIA-IME: A blockchain-based trusted interactive architecture for intelligent manufacturing equipment	27
Optimizing IoT architectures by using model driven approach and evolution strategy	27
A framework for enhancing cyber incident response with Security-Enhancing Digital Twins in Cyber–Physical Systems	27
IoVT-based efficient solution for optimal active smart camera selection in a tracking mission	27
Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators	26
MIMA 2.0 - Compact and portable Multifunctional IoT integrated Menstrual Aid	26
Forecasting energy power consumption using federated learning in edge computing devices	26
Reconfigurable intelligent surfaces for enhanced localisation: Advancing performance with KAN-based deep learning models	26
Cooperative Swarm Learning for Distributed Cyclic Edge Intelligent Computing	26
PRS-HDMC: An online participant recruitment scheme for vehicular crowdsensing-enabled HD map collection	26
iPASecIoT: An intelligent pipeline for automatic and adaptive feature extraction for secure IoT device identification and intrusion detection	25
An open testbed for O-RAN experimentation with AI-enabled control and monitoring	25
Advanced security frameworks for UAV and IoT: A deep learning approach	25
A Digital Twin (DT) approach to Narrow-Band Internet of Things (NB-IoT) wireless communication optimization in an industrial scenario	25
IoT-based expert system for fault detection in Japanese Plum leaf-turgor pressure WSN	25
WMPA-ConvBERT-BM: A hybrid deep learning model optimized by whale-marine predator algorithm for IoT-enabled malicious URL detection	25
Business continuity of Cloud-based IoT applications through a seamless continuum	25
M2VT-IDS: A multi-task multi-view learning architecture for designing IoT intrusion detection system	25
The AutoSPADA platform: User-friendly edge computing for distributed learning and data analytics in connected vehicles	25
A fine-grained framework for online IoT device firmware identification via version evolution analysis	25
XBiDeep: A novel explainable artificial intelligence based intrusion detection system for Internet of Medical Things environment	25
Multi-residual tensor completion for spatiotemporal data imputation	24
Enhancing IoT security through emotion recognition and blockchain-driven intrusion prevention	24
Revocation in attribute-based encryption for fog-enabled internet of things: A systematic survey	24
Wireless Sensor Network coverage optimization based on Yin–Yang pigeon-inspired optimization algorithm for Internet of Things	24
A feedback-driven brain organoid platform enables automated maintenance and high-resolution neural activity monitoring	24
Enhancing privacy and security in smart healthcare: A blockchain-powered decentralized data dissemination scheme	24
An efficient methodology to composite fault detection and classification in wireless biosensor networks	24
CRYSTALS-Dilithium post-quantum cyber-secure SoC for wired communications in critical systems	24
A novel machine learning pipeline to detect malicious anomalies for the Internet of Things	24
The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda	23
The role of IoT sensor in smart building context for indoor fire hazard scenario: A systematic review of interdisciplinary articles	23
TinyML Meets IoT: A Comprehensive Survey	23
Performance analysis of entropy variation-based detection of DDoS attacks in IoT	23
Dynamic cooperation and mutual feedback network for shield machine	22
Collaboration of AI, big data, and blockchain in Internet of Things (IoT): Emerging trends and perspectives	22
A network communication speedup model using multiple fungible and non-fungible paths	22
Minimizing energy consumption in 802.15.4 IoT devices with multilevel xRPL (MxRPL)	22
On the integration of Self-Sovereign Identity with TLS 1.3 handshake to build trust in IoT systems	22
Missing data recovery based on temporal smoothness and time-varying similarity for wireless sensor network	22
IoTDeploy: Deployment of IoT Smart Applications over the Computing Continuum	22
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges	22
Low complexity channel tracking algorithms for coordinated and uncoordinated pilot access over high-rate internet of things	22
A generic flexible and scalable framework for hierarchical parallelization of population-based metaheuristics	22
Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud–Fog–Edge architectures	22
An access control scheme in IoT-enabled Smart-Grid systems using blockchain and PUF	21
Application of navigation grid corner point algorithm in virtual reality simulation images of indoor fire evacuation	21
QoS maximization scheduling of multiple UAV base stations in 3D environment	21
AI-based anomaly identification techniques for vehicles communication protocol systems: Comprehensive investigation, research opportunities and challenges	21
A new road state information platform based on crowed sensing on challenged network environments	21
The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions	21
Fog Node Self-Control Middleware: Enhancing context awareness towards autonomous decision making in Fog Colonies	21
Reassessing caching performance in information-centric IoT	21
The robust scheme for intrusion detection system in Internet of Things	21
A Decentralized Trust Establishment Protocol for Smart IoT Systems	21
IoT-based monitoring and control for optimized plant growth in smart greenhouses using soil and hydroponic systems	21
Location-based activity behavior deviation detection for nursing home using IoT devices	21
The computing continuum: From IoT to the cloud	21
A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city	20
A survey on security in internet of things with a focus on the impact of emerging technologies	20
Exploring machine learning methods for the identification of production cycles and anomaly detection	20
Data fusion integrated network forecasting scheme classifier (DFI-NFSC) via multi-layer perceptron decomposition architecture	20
Hybrid FFBAT optimized multi-hop routing in Internet of Nano-Things	20
Distributed inference in IoT-based aerial network of UAVs	20
Enhancing AI transparency in IoT intrusion detection using explainable AI techniques	20
Improve quality of service for the Internet of Things using Blockchain & machine learning algorithms	20
Automatic software tailoring for Green Internet of Things	20
Matter and ECHONET Lite: Similarities, differences, and a bridge solution for interoperability	20
A deep learning framework for target localization in error-prone environment	20
A survey on security and cryptographic perspective of Industrial-Internet-of-Things	20
A comparison of code quality metrics and best practices in non-IoT and IoT systems	20
Communication and computation efficiency in Federated Learning: A survey	20
Adaptive multi-view subspace learning based on distributed optimization	20
Relationship between resource scheduling and distributed learning in IoT edge computing — An insight into complementary aspects, existing research and future directions	20
Vortex Feature Positioning: Bridging tabular IIoT data and image-based deep learning	19
Resource allocation for dataflow applications in FANETs using anypath routing	19
Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives	19
A novel fragment duplication attacker identification scheme using Discrete Event System based intrusion detection	19
An approach to assess robustness of MQTT-based IoT systems	19
Characterizing time-critical internet of things	19
Dynamic transmission adaptation algorithms for battery-free LoRaWAN networks	19
A framework for creating an IoT system specification with ChatGPT	19
Reliable PID dual-rate controller based on LoRaWAN for long-range distributed systems	19
PARSECS_RT: A real-time PARSECS-based communication protocol stack for critical sensing applications	19
IoT-driven augmented reality and virtual reality systems in neurological sciences	19
SAFE: An ICT platform for supporting monitoring, localization and rescue operations in case of earthquake	18
Combinative model compression approach for enhancing 1D CNN efficiency for EIT-based Hand Gesture Recognition on IoT edge devices	18
IoT contributions to the safety of construction sites: A comprehensive review of recent advances, limitations, and suggestions for future directions	18
Lightweight face recognition-based portable attendance system with liveness detection	18
The internet of modular robotic things: Issues, limitations, challenges, & solutions	18
OpenAPI framework for the Web of Things	18