Internet of Things

Article	Citations
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things	570
A semantic communication model for the task of high quality image transmission to edge-end devices	469
E-governance and the European Union: Agenda for implementation	286
Optimal data transmission for decentralized IoT and WSN based on Type-2 Fuzzy Harris Hawks Optimization	227
A real-time tennis level evaluation and strokes classification system based on the Internet of Things	185
Secure and Efficient Lightweight Authentication Protocol (SELAP) for multi-sector IoT applications	165
Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks	147
A Variational Quantum Classifier for predictive analysis in industrial production	139
Key–value data collection with local differential privacy for urban air quality monitoring in crowdsensing	130
MDP-based connectivity and availability models for Internet of Vehicles	128
Building structural analysis based Internet of Things network assisted earthquake detection	125
SPOTTER: A novel asynchronous and independent WiFi and BLE fusion method based on particle filter for indoor positioning	114
A review of the security vulnerabilities and countermeasures in the Internet of Things solutions: A bright future for the Blockchain	111
A novel authentication protocol to ensure confidentiality among the Internet of Medical Things in covid-19 and future pandemic scenario	111
Self-adaptive and content-based scheduling for reducing idle listening and overhearing in securing quantum IoT sensors	107
Empowering smart cities: High-altitude platforms based Mobile Edge Computing and Wireless Power Transfer for efficient IoT data processing	107
Proactive trust classification for detection of replication attacks in 6LoWPAN-based IoT	106
TUI Model for data privacy assessment in IoT networks	106
Multifactor QoE scores in IoT topologies	100
Federated learning for performance behavior detection in a fog-IoT system	94
Dfinder—An efficient differencing algorithm for incremental programming of constrained IoT devices	94
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices	93
Pixel tampering detection in encrypted surveillance videos on resource-constrained devices	92
Task offloading scheme of vehicular cloud edge computing based on Digital Twin and improved A3C	91
CSFF-YOLOv5: Improved YOLOv5 based on channel split and feature fusion in femoral neck fracture detection	91

IoT convergence with machine learning & blockchain: A review	90
A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling	88
Securing IoT devices: A novel approach using blockchain and quantum cryptography	83
IoT-based supply chain management: A systematic literature review	83
Novel deep learning-based IoT network attack detection using magnet loss optimization	82
Fast and low cost FPGA-based architecture for arrhythmia detection with CNN	78
Lightweight multi-hop routing protocol for resource optimisation in edge computing networks	78
A contactless method for recognition of daily living activities for older adults based on ambient assisted living technology	78
Autonomous driving test system under hybrid reality: The role of digital twin technology	78
Two-stage Stackelberg game based physical reality sensing incentive mechanism in metaverse	76
Capability token selection algorithms to implement lightweight protocols	75
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train	72
Enhancing real-time intrusion detection and secure key distribution using multi-model machine learning approach for mitigating confidentiality threats	71
A secured blockchain method for multivariate industrial IoT-oriented infrastructure based on deep residual squeeze and excitation network with single candidate optimizer	71
CONCERN: A model-based monitoring infrastructure	70
Deep learning-based transceiver design for multi-user MIMO systems	70
EVACUSCAPE: Internet of Things-enabled emergency evacuation based on matching theory	70
A flexible Compilation-as-a-Service and Remote-Programming-as-a-Service platform for IoT devices	69
A cellular learning automata-based approach for self-protection and coverage problem in the Internet of Things	68
Outlier detection in non-stationary time series applied to sewer network monitoring	68
A formal approach to specify and verify Internet of Things architecture	68
Factories of the future in industry 5.0—Softwarization, Servitization, and Industrialization	65
An IoT-enabled omnidirectional mobile system for home-based rehabilitation of upper and lower limbs	65
Efficient unmanned aerial vehicle-based data collection for IoT smart farming	64
SkinSense: Efficient vibration-based communications over human body using motion sensors	64
A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT	64
Anomaly-based Intrusion Detection System for smart lighting	63
Microservices based architectures for IoT systems - State-of-the-art review	63
An energy-focused model for batteryless IoT: Vortex wireless power transfer and fog computing in 6 G networks	62
IoT-enabled coordination for recommerce circular supply chain in the industry 4.0 era	61
Big data and Internet of Things applications in smart cities: Recent advances, challenges, and critical issues	60
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers	59
CPPA-RORS: A conditional privacy-preserving authentication scheme based on revocable one-time ring signature for VANETs	58
Tiny keys hold big secrets: On efficiency of Pairing-Based Cryptography in IoT	58
ISEE: A heterogeneous information system for event explainability in smart connected environments	57
Formal verification and security analysis of FastDFS using process algebra	57
Routing protocols in Vehicular Adhoc Networks (VANETs): A comprehensive survey	56
Semantic-driven dimension reduction for wireless internet of things	56
ZFort: A scalable zero-trust approach for trust management and traffic engineering in SDN based IoTs	56
A systematic approach for threat and vulnerability analysis of unmanned aerial vehicles	54
Concept-drift-adaptive anomaly detector for marine sensor data streams	54
Blockchain-enabled secure and efficient task allocation for IoT networks using enhanced fuzzy reptile search algorithm	53
Digital Twins in Additive Manufacturing: A systematic review	53
An efficient authentication and key agreement scheme for security-aware unmanned aerial vehicles assisted data harvesting in Internet of Things	52
Corrigendum to ’A ZigBee intrusion detection system for IoT using secure and efficient data collection’ Internet of Things, Volume 12, December 2020, 100,306	51
In-vehicle edge system for real-time dashcam video analysis	51
Image-based malware analysis for enhanced IoT security in smart cities	50
Memory-efficient and robust detection of Mirai botnet for future 6G-enabled IoT networks	50
Edge deduplication for LoRaWAN using network coding	49
Joint mode selection and resource allocation based on many-to-many reuse in D2D-aided IoT cellular networks	49

A GCN-LSTM framework for link prediction in dynamic SIoT networks	49
D4GW: DTLS for gateway multiplexed application to secure MQTT(SN)-based pub/sub architecture	48
nCare: Fault-aware edge intelligence for rendering viable sensor nodes	48
Deep Image: A precious image based deep learning method for online malware detection in IoT environment	48
Enabling edge-driven Dataspace integration through convergence of distributed technologies	47
A review of digital object architecture and handle system: Development, current applications and prospective	47
MTAN: Multi-degree Tail-aware Attention Network for human motion prediction	47
Joint wireless resource allocation and bitrate adaptation for QoE improvement in IRS-aided RSMA-enabled IoMT streaming systems	46
FedCLLM: Federated client selection assisted large language model utilizing domain description	46
6G and intelligent healthcare: Taxonomy, technologies, open issues and future research directions	45
A comprehensive soft security model for Cognitive Internet of Things	44
Farmland monitoring and livestock management based on internet of things	44
Improving quality of service for Internet of Things(IoT) in real life application: A novel adaptation based Hybrid Evolutionary Algorithm	43
An empirical investigation into the enhancement of decision-making capabilities in corporate sustainability leadership through Internet of Things (IoT) integration	42
ACS: Accuracy-based client selection mechanism for federated industrial IoT	41
Latency performance modelling in hyperledger fabric blockchain: Challenges and directions with an IoT perspective	41
Blockchain-based federated learning with homomorphic encryption for privacy-preserving healthcare data sharing	41
“Hey Alexa, what do you know about the COVID-19 vaccine?”— (Mis)perceptions of mass immunization and voice assistants	41
Real-time Mixed Reality (MR) and Artificial Intelligence (AI) object recognition integration for digital twin in Industry 4.0	41
Greening smart learning environments with Artificial Intelligence of Things	40
Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture	40
Bluetooth low energy indoor positioning: A fingerprinting neural network approach	39
IoT-powered personalization: creating the optimal shopping experience in digital twin VFRs	39
Adaptive Single-layer Aggregation Framework for Energy-efficient and Privacy-preserving Load Forecasting in Heterogeneous Federated Smart Grids	38
Two level blockchain-based privacy preservation framework in IoT with heuristic fusion mechanism-aided deep learning architecture	38
Implementation of multiple controllers for context-inspired collaboration between human and robot by integrating the uni-axial motion and real-time operating system	37
Joint uplink-downlink user-cell association for ultra-dense NOMA networks	37
A multi-type artifact framework for cyber–physical, social systems design and development	37
High-performance IoT Module for real-time control and self-diagnose PV panels under working daylight and dark electroluminescence conditions	37
iRestroom : A smart restroom cyberinfrastructure for elderly people	36
SHM-NDN: A seamless hybrid mobility management scheme for named data mobile ad hoc networks	36
DeepVitals: Deep neural and IoT based vitals monitoring in smart teleconsultation system	36
MicroFlow: An Efficient Rust-Based Inference Engine for TinyML	36
Commonsense reasoning and automatic generation of IoT contextual knowledge: An Answer Set Programming approach	36
Fast ML-based next-word prediction for hybrid languages	36
Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ	35
Quantum cryptography as a solution for secure Wireless Sensor Networks: Roadmap, challenges and solutions	35
Planning and resource allocation of a hybrid IoT network using artificial intelligence	35
IoT-based system for individual dairy cow feeding behavior monitoring using cow face recognition and edge computing	35
Intelligent service placement algorithm based on DDQN and prioritized experience replay in IoT-Fog computing environment	35
EdgeBus: Co-Simulation based resource management for heterogeneous mobile edge computing environments	34
A privacy-preserving distributed energy management framework based on vertical federated learning-based smart data cleaning for smart home electricity data	34
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things	34
Intelligent digital twin for federated learning in AIoT networks	34
Zero-knowledge machine learning models for blockchain peer-to-peer energy trading	34
An intelligent fuzzy-based system for handover decision in 5G-IoT networks considering network slicing and SDN technologies	34
A deep learning model for natural language querying in Cyber–Physical Systems	33
Intent-based approaches for industry 4.0 applications: A systematic mapping study	33
Enhancing security through continuous biometric authentication using wearable sensors	33
FogScheduler: A resource optimization framework for energy-efficient computing in fog environments	33
Memory feedback transformer based intrusion detection system for IoMT healthcare networks	33
Improved YOLO-v5 model for boosting face mask recognition accuracy on heterogeneous IoT computing platforms	32
System-wide IoT design and programming: Patterns for decentralised collective processes	32
Translating and verifying Cyber–Physical systems with shared-variable concurrency in SpaceEx	31
Federated learning vulnerabilities, threats and defenses: A systematic review and future directions	31
Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color	31
Proactive blockchain deployment mechanism in resource-constrained rate-splitting multiple access IoT networks	31
i-DSME: An industrial-DSME MAC protocol for smart factory automation	31
An optimized CNN-based intrusion detection system for reducing risks in smart farming	31
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
Evaluating computing performance of deep neural network models with different backbones on IoT-based edge and cloud platforms	30
Over-the-air firmware update for IoT devices on the wild	30
MULTI-BLOCK: A novel ML-based intrusion detection framework for SDN-enabled IoT networks using new pyramidal structure	30
Programming IoT systems: A focused conceptual framework and survey of approaches	29
LoRaWAN-Based IoT System Implementation for Long-Range Outdoor Air Quality Monitoring	29
AIoT for sustainable manufacturing: Overview, challenges, and opportunities	29
A novel real-time data driven method for floating vehicle speed trend prediction	29
Optimizing parameters of YOLO model through uniform experimental design for gripping tasks performed by an internet of things–based robotic arm	29
AIoT-enabled defect detection with minimal data: A few-shot learning approach combining prototypical and relational networks for smart manufacturing	28
H-TERF: A hybrid approach combining fuzzy multi-criteria decision-making techniques and enhanced random forest to improve WBAN-IoT	28
The Three-Phase Methodology for IoT Project Development	28
A novel machine learning pipeline to detect malicious anomalies for the Internet of Things	27
IoT-based expert system for fault detection in Japanese Plum leaf-turgor pressure WSN	27
Exploring the applicability of haptic actuators in aquatic environments	27
An efficient methodology to composite fault detection and classification in wireless biosensor networks	27
Joint coded caching and BS sleeping strategy to reduce energy consumption in 6G edge networks	27
Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators	27
Wireless Sensor Network coverage optimization based on Yin–Yang pigeon-inspired optimization algorithm for Internet of Things	27
A fine-grained framework for online IoT device firmware identification via version evolution analysis	27

Enhancing privacy and security in smart healthcare: A blockchain-powered decentralized data dissemination scheme	27
IoVT-based efficient solution for optimal active smart camera selection in a tracking mission	26
Forecasting energy power consumption using federated learning in edge computing devices	26
Cooperative Swarm Learning for Distributed Cyclic Edge Intelligent Computing	26
Enhancing IoT security through emotion recognition and blockchain-driven intrusion prevention	26
BTIA-IME: A blockchain-based trusted interactive architecture for intelligent manufacturing equipment	26
A feedback-driven brain organoid platform enables automated maintenance and high-resolution neural activity monitoring	26
A framework for enhancing cyber incident response with Security-Enhancing Digital Twins in Cyber–Physical Systems	25
XBiDeep: A novel explainable artificial intelligence based intrusion detection system for Internet of Medical Things environment	25
MIMA 2.0 - Compact and portable Multifunctional IoT integrated Menstrual Aid	25
A robust IoT architecture for smart inverters in microgrids using hybrid deep learning and signal processing against adversarial attacks	25
WMPA-ConvBERT-BM: A hybrid deep learning model optimized by whale-marine predator algorithm for IoT-enabled malicious URL detection	24
Business continuity of Cloud-based IoT applications through a seamless continuum	24
M2VT-IDS: A multi-task multi-view learning architecture for designing IoT intrusion detection system	24
Enhancing lightweight authenticated key agreement with privacy protection using dynamic identities for Internet of Drones	24
Robotic Arms for Telemedicine System Using Smart Sensors and Ultrasound Robots	24
Multi-residual tensor completion for spatiotemporal data imputation	24
The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda	24
CRYSTALS-Dilithium post-quantum cyber-secure SoC for wired communications in critical systems	24
An open testbed for O-RAN experimentation with AI-enabled control and monitoring	24
The AutoSPADA platform: User-friendly edge computing for distributed learning and data analytics in connected vehicles	24
Advanced security frameworks for UAV and IoT: A deep learning approach	24
A Digital Twin (DT) approach to Narrow-Band Internet of Things (NB-IoT) wireless communication optimization in an industrial scenario	24
TinyML Meets IoT: A Comprehensive Survey	23
Predicting container intermodal transport arrival times: An approach based on IoT data	23
Performance analysis of entropy variation-based detection of DDoS attacks in IoT	23
PRS-HDMC: An online participant recruitment scheme for vehicular crowdsensing-enabled HD map collection	23
The role of IoT sensor in smart building context for indoor fire hazard scenario: A systematic review of interdisciplinary articles	23
Revocation in attribute-based encryption for fog-enabled internet of things: A systematic survey	23
Automatic software tailoring for Green Internet of Things	22
A generic flexible and scalable framework for hierarchical parallelization of population-based metaheuristics	22
Missing data recovery based on temporal smoothness and time-varying similarity for wireless sensor network	22
Collaboration of AI, big data, and blockchain in Internet of Things (IoT): Emerging trends and perspectives	22
Dynamic cooperation and mutual feedback network for shield machine	22
On the integration of Self-Sovereign Identity with TLS 1.3 handshake to build trust in IoT systems	22
Low complexity channel tracking algorithms for coordinated and uncoordinated pilot access over high-rate internet of things	22
AI-based anomaly identification techniques for vehicles communication protocol systems: Comprehensive investigation, research opportunities and challenges	21
Reassessing caching performance in information-centric IoT	21
The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions	21
IoT-based monitoring and control for optimized plant growth in smart greenhouses using soil and hydroponic systems	21
Minimizing energy consumption in 802.15.4 IoT devices with multilevel xRPL (MxRPL)	21
A Decentralized Trust Establishment Protocol for Smart IoT Systems	21
A network communication speedup model using multiple fungible and non-fungible paths	21
A new road state information platform based on crowed sensing on challenged network environments	21
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges	21
Location-based activity behavior deviation detection for nursing home using IoT devices	21
The computing continuum: From IoT to the cloud	20
A survey on security and cryptographic perspective of Industrial-Internet-of-Things	20
Communication and computation efficiency in Federated Learning: A survey	20
Distributed inference in IoT-based aerial network of UAVs	20
QoS maximization scheduling of multiple UAV base stations in 3D environment	20
Enhancing AI transparency in IoT intrusion detection using explainable AI techniques	20
Application of navigation grid corner point algorithm in virtual reality simulation images of indoor fire evacuation	20
Fog Node Self-Control Middleware: Enhancing context awareness towards autonomous decision making in Fog Colonies	20
Exploring machine learning methods for the identification of production cycles and anomaly detection	20
An access control scheme in IoT-enabled Smart-Grid systems using blockchain and PUF	20
A survey on security in internet of things with a focus on the impact of emerging technologies	19
Secure IoT-enabled sharing of digital medical records: An integrated approach with reversible data hiding, symmetric cryptosystem, and IPFS	19
IoT contributions to the safety of construction sites: A comprehensive review of recent advances, limitations, and suggestions for future directions	19
Adaptive multi-view subspace learning based on distributed optimization	19
The robust scheme for intrusion detection system in Internet of Things	19
Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud–Fog–Edge architectures	19
Data fusion integrated network forecasting scheme classifier (DFI-NFSC) via multi-layer perceptron decomposition architecture	19
Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies	19
IoTSLE: Securing IoT systems in low-light environments through finite automata, deep learning and DNA computing based image steganographic model	19
Improve quality of service for the Internet of Things using Blockchain & machine learning algorithms	19
A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city	19
Matter and ECHONET Lite: Similarities, differences, and a bridge solution for interoperability	19
Blockchain-enabled road vehicle emissions monitoring: A secure, scalable and private framework	19
The internet of modular robotic things: Issues, limitations, challenges, & solutions	19
IoTDeploy: Deployment of IoT Smart Applications over the Computing Continuum	19
Implementation and Calibration of an IoT Light Attenuation Turbidity Sensor	18
Vortex Feature Positioning: Bridging tabular IIoT data and image-based deep learning	18
Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives	18
Reliable PID dual-rate controller based on LoRaWAN for long-range distributed systems	18
IoT-driven augmented reality and virtual reality systems in neurological sciences	18
A deep learning framework for target localization in error-prone environment	18
An approach to assess robustness of MQTT-based IoT systems	18
Hybrid FFBAT optimized multi-hop routing in Internet of Nano-Things	18
PARSECS_RT: A real-time PARSECS-based communication protocol stack for critical sensing applications	18
Intelligent authentication of 5G healthcare devices: A survey	18
Relationship between resource scheduling and distributed learning in IoT edge computing — An insight into complementary aspects, existing research and future directions	18
HAR: A stacked ensemble learning approach based on smartphone sensors for activity detection	18
Resource allocation for dataflow applications in FANETs using anypath routing	18
Dynamic transmission adaptation algorithms for battery-free LoRaWAN networks	18
SAFE: An ICT platform for supporting monitoring, localization and rescue operations in case of earthquake	18
Social relationships and location information based routing algorithm in opportunistic networks	17
Combinative model compression approach for enhancing 1D CNN efficiency for EIT-based Hand Gesture Recognition on IoT edge devices	17
Resilience of healthy cities in the post-pandemic era: Findings based on internet of things data and artificial intelligence algorithms	17
XG-BoT: An explainable deep graph neural network for botnet detection and forensics	17
Algorithm for child adoption process using artificial intelligence and monitoring system for children	17
IoT data dissemination scheme for reducing delay in multi-broker environments	17
Comprehensive survey on reinforcement learning-based task offloading techniques in aerial edge computing	17
Lightweight face recognition-based portable attendance system with liveness detection	17
Farmer-centric design thinking principles for smart farming technologies	17