Internet of Things

Article	Citations
SPOTTER: A novel asynchronous and independent WiFi and BLE fusion method based on particle filter for indoor positioning	521
Multifactor QoE scores in IoT topologies	398
MDP-based connectivity and availability models for Internet of Vehicles	238
Towards a cell-inspired approach for a sustainable internet-of-things	227
A real-time tennis level evaluation and strokes classification system based on the Internet of Things	181
A semantic communication model for the task of high quality image transmission to edge-end devices	180
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices	152
E-governance and the European Union: Agenda for implementation	132
Erratum to “WoT Store: Managing resources and applications on the web of things” [Internet of Things, Volume 9, March 2020, 100164]	122
CSFF-YOLOv5: Improved YOLOv5 based on channel split and feature fusion in femoral neck fracture detection	117
Building structural analysis based Internet of Things network assisted earthquake detection	116
Dfinder—An efficient differencing algorithm for incremental programming of constrained IoT devices	108
Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks	106
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things	98
Task offloading scheme of vehicular cloud edge computing based on Digital Twin and improved A3C	98
IoT convergence with machine learning & blockchain: A review	92
Proactive trust classification for detection of replication attacks in 6LoWPAN-based IoT	90
Secure and Efficient Lightweight Authentication Protocol (SELAP) for multi-sector IoT applications	89
A novel authentication protocol to ensure confidentiality among the Internet of Medical Things in covid-19 and future pandemic scenario	85
A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling	85
Empowering smart cities: High-altitude platforms based Mobile Edge Computing and Wireless Power Transfer for efficient IoT data processing	84
Self-adaptive and content-based scheduling for reducing idle listening and overhearing in securing quantum IoT sensors	82
Optimal data transmission for decentralized IoT and WSN based on Type-2 Fuzzy Harris Hawks Optimization	80
Pixel tampering detection in encrypted surveillance videos on resource-constrained devices	80
Federated learning for performance behavior detection in a fog-IoT system	79

TUI Model for data privacy assessment in IoT networks	76
Securing IoT devices: A novel approach using blockchain and quantum cryptography	75
Factories of the future in industry 5.0—Softwarization, Servitization, and Industrialization	73
A review of the security vulnerabilities and countermeasures in the Internet of Things solutions: A bright future for the Blockchain	73
Outlier detection in non-stationary time series applied to sewer network monitoring	73
IoT-based supply chain management: A systematic literature review	73
A cellular learning automata-based approach for self-protection and coverage problem in the Internet of Things	72
CONCERN: A model-based monitoring infrastructure	71
EVACUSCAPE: Internet of Things-enabled emergency evacuation based on matching theory	70
Autonomous driving test system under hybrid reality: The role of digital twin technology	68
Efficient unmanned aerial vehicle-based data collection for IoT smart farming	68
A formal approach to specify and verify Internet of Things architecture	67
Tiny keys hold big secrets: On efficiency of Pairing-Based Cryptography in IoT	66
Two-stage Stackelberg game based physical reality sensing incentive mechanism in metaverse	65
An IoT-enabled omnidirectional mobile system for home-based rehabilitation of upper and lower limbs	65
A contactless method for recognition of daily living activities for older adults based on ambient assisted living technology	65
SkinSense: Efficient vibration-based communications over human body using motion sensors	64
Deep learning-based transceiver design for multi-user MIMO systems	64
Anomaly-based Intrusion Detection System for smart lighting	63
Enhancing real-time intrusion detection and secure key distribution using multi-model machine learning approach for mitigating confidentiality threats	61
A flexible Compilation-as-a-Service and Remote-Programming-as-a-Service platform for IoT devices	60
Front matter 2 - Editorial board	59
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers	58
A secured blockchain method for multivariate industrial IoT-oriented infrastructure based on deep residual squeeze and excitation network with single candidate optimizer	58
Algorithm and hardware co-design co-optimization framework for LSTM accelerator using quantized fully decomposed tensor train	57
Sensors as the Basis for Digitalization: New Approaches in Instrumentation, IoT-concepts, and 5G	56
Microservices based architectures for IoT systems - State-of-the-art review	56
Capability token selection algorithms to implement lightweight protocols	56
Lightweight multi-hop routing protocol for resource optimisation in edge computing networks	54
A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT	53
IoT-enabled coordination for recommerce circular supply chain in the industry 4.0 era	51
ISEE: A heterogeneous information system for event explainability in smart connected environments	51
A review of digital object architecture and handle system: Development, current applications and prospective	51
Concept-drift-adaptive anomaly detector for marine sensor data streams	50
Corrigendum to ’A ZigBee intrusion detection system for IoT using secure and efficient data collection’ Internet of Things, Volume 12, December 2020, 100,306	50
ZFort: A scalable zero-trust approach for trust management and traffic engineering in SDN based IoTs	50
Deep Image: A precious image based deep learning method for online malware detection in IoT environment	49
Improving quality of service for Internet of Things(IoT) in real life application: A novel adaptation based Hybrid Evolutionary Algorithm	49
CPPA-RORS: A conditional privacy-preserving authentication scheme based on revocable one-time ring signature for VANETs	49
FedCLLM: Federated client selection assisted large language model utilizing domain description	48
IoT-powered personalization: creating the optimal shopping experience in digital twin VFRs	48
Formal verification and security analysis of FastDFS using process algebra	47
Blockchain-based federated learning with homomorphic encryption for privacy-preserving healthcare data sharing	47
Real-time Mixed Reality (MR) and Artificial Intelligence (AI) object recognition integration for digital twin in Industry 4.0	46
Bluetooth low energy indoor positioning: A fingerprinting neural network approach	46
Machine learning approaches to IoT security: A systematic literature review	45
A systematic approach for threat and vulnerability analysis of unmanned aerial vehicles	45
An empirical investigation into the enhancement of decision-making capabilities in corporate sustainability leadership through Internet of Things (IoT) integration	45
DeL-IoT: A deep ensemble learning approach to uncover anomalies in IoT	45
“Hey Alexa, what do you know about the COVID-19 vaccine?”— (Mis)perceptions of mass immunization and voice assistants	44

ACS: Accuracy-based client selection mechanism for federated industrial IoT	43
Smart platform based on IoT and WSN for monitoring and control of a greenhouse in the context of precision agriculture	42
Joint wireless resource allocation and bitrate adaptation for QoE improvement in IRS-aided RSMA-enabled IoMT streaming systems	42
Greening smart learning environments with Artificial Intelligence of Things	42
Joint mode selection and resource allocation based on many-to-many reuse in D2D-aided IoT cellular networks	42
Enabling edge-driven Dataspace integration through convergence of distributed technologies	41
Data management and internet of things : A methodological review in smart farming	41
6G and intelligent healthcare: Taxonomy, technologies, open issues and future research directions	41
Routing protocols in Vehicular Adhoc Networks (VANETs): A comprehensive survey	41
Semantic-driven dimension reduction for wireless internet of things	41
Erratum to “COP: An integrated Communication, Optimization, and Prediction unit for smart Plug-in Electric Vehicle Charging” [Internet of Things, volume 9, March 2020, 100148]	40
In-vehicle edge system for real-time dashcam video analysis	40
SPEChecker: Checking the feasibility of Slow-port-exhaustion attack on various hypervisors	39
Farmland monitoring and livestock management based on internet of things	39
An efficient authentication and key agreement scheme for security-aware unmanned aerial vehicles assisted data harvesting in Internet of Things	38
A comprehensive soft security model for Cognitive Internet of Things	38
Towards protocol stack virtualization in massive IoT deployments	37
Edge deduplication for LoRaWAN using network coding	37
D4GW: DTLS for gateway multiplexed application to secure MQTT(SN)-based pub/sub architecture	37
nCare: Fault-aware edge intelligence for rendering viable sensor nodes	36
Image-based malware analysis for enhanced IoT security in smart cities	36
MTAN: Multi-degree Tail-aware Attention Network for human motion prediction	35
Latency performance modelling in hyperledger fabric blockchain: Challenges and directions with an IoT perspective	35
Information Flow Control Based on Capability Token Validity for Secure IoT: Implementation and Evaluation	34
A GCN-LSTM framework for link prediction in dynamic SIoT networks	34
Adaptive Single-layer Aggregation Framework for Energy-efficient and Privacy-preserving Load Forecasting in Heterogeneous Federated Smart Grids	33
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things	32
Enhancing security through continuous biometric authentication using wearable sensors	32
Translating and verifying Cyber–Physical systems with shared-variable concurrency in SpaceEx	32
Proactive blockchain deployment mechanism in resource-constrained rate-splitting multiple access IoT networks	32
A multi-type artifact framework for cyber–physical, social systems design and development	31
An intelligent fuzzy-based system for handover decision in 5G-IoT networks considering network slicing and SDN technologies	31
iRestroom : A smart restroom cyberinfrastructure for elderly people	31
Two level blockchain-based privacy preservation framework in IoT with heuristic fusion mechanism-aided deep learning architecture	31
i-DSME: An industrial-DSME MAC protocol for smart factory automation	31
System-wide IoT design and programming: Patterns for decentralised collective processes	31
A deep learning model for natural language querying in Cyber–Physical Systems	31
Over-the-air firmware update for IoT devices on the wild	30
A privacy-preserving distributed energy management framework based on vertical federated learning-based smart data cleaning for smart home electricity data	30
Joint uplink-downlink user-cell association for ultra-dense NOMA networks	30
MULTI-BLOCK: A novel ML-based intrusion detection framework for SDN-enabled IoT networks using new pyramidal structure	30
A novel real-time data driven method for floating vehicle speed trend prediction	30
EdgeBus: Co-Simulation based resource management for heterogeneous mobile edge computing environments	30
SHM-NDN: A seamless hybrid mobility management scheme for named data mobile ad hoc networks	30
Implementation of multiple controllers for context-inspired collaboration between human and robot by integrating the uni-axial motion and real-time operating system	29
Programming IoT systems: A focused conceptual framework and survey of approaches	29
Federated learning vulnerabilities, threats and defenses: A systematic review and future directions	29
Improved YOLO-v5 model for boosting face mask recognition accuracy on heterogeneous IoT computing platforms	29
MicroFlow: An Efficient Rust-Based Inference Engine for TinyML	28
AIoT for sustainable manufacturing: Overview, challenges, and opportunities	28
Intelligent digital twin for federated learning in AIoT networks	28
An optimized CNN-based intrusion detection system for reducing risks in smart farming	28
Evaluating computing performance of deep neural network models with different backbones on IoT-based edge and cloud platforms	27
LoRaWAN-Based IoT System Implementation for Long-Range Outdoor Air Quality Monitoring	27
Federated learning with hyperparameter-based clustering for electrical load forecasting	27
DeepVitals: Deep neural and IoT based vitals monitoring in smart teleconsultation system	26
Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color	26
Fast ML-based next-word prediction for hybrid languages	26
Commonsense reasoning and automatic generation of IoT contextual knowledge: An Answer Set Programming approach	26
AMI-Chain: A scalable power-metering blockchain with IPFS storage for smart cities	26
High-performance IoT Module for real-time control and self-diagnose PV panels under working daylight and dark electroluminescence conditions	26
Internet of Things Design, Architectures and Protocols	25
IoVT-based efficient solution for optimal active smart camera selection in a tracking mission	25
Optimizing parameters of YOLO model through uniform experimental design for gripping tasks performed by an internet of things–based robotic arm	25
Planning and resource allocation of a hybrid IoT network using artificial intelligence	25
A novel machine learning pipeline to detect malicious anomalies for the Internet of Things	25
Intelligent service placement algorithm based on DDQN and prioritized experience replay in IoT-Fog computing environment	25
Exploring the applicability of haptic actuators in aquatic environments	24
Robotic Arms for Telemedicine System Using Smart Sensors and Ultrasound Robots	24
PRS-HDMC: An online participant recruitment scheme for vehicular crowdsensing-enabled HD map collection	24
Cooperative Swarm Learning for Distributed Cyclic Edge Intelligent Computing	24
AIoT-enabled defect detection with minimal data: A few-shot learning approach combining prototypical and relational networks for smart manufacturing	24
Using IoTCloudSamples as a software framework for simulations of edge computing scenarios	24
The AutoSPADA platform: User-friendly edge computing for distributed learning and data analytics in connected vehicles	23
Enhancing IoT security through emotion recognition and blockchain-driven intrusion prevention	23
Performance analysis of entropy variation-based detection of DDoS attacks in IoT	23
Data acquisition and monitoring system framed in Industrial Internet of Things for PEM hydrogen generators	23
Predicting container intermodal transport arrival times: An approach based on IoT data	23
Enhancing lightweight authenticated key agreement with privacy protection using dynamic identities for Internet of Drones	23
A framework for enhancing cyber incident response with Security-Enhancing Digital Twins in Cyber–Physical Systems	23

Revocation in attribute-based encryption for fog-enabled internet of things: A systematic survey	22
A robust IoT architecture for smart inverters in microgrids using hybrid deep learning and signal processing against adversarial attacks	22
MIMA 2.0 - Compact and portable Multifunctional IoT integrated Menstrual Aid	22
Wireless Sensor Network coverage optimization based on Yin–Yang pigeon-inspired optimization algorithm for Internet of Things	22
A Digital Twin (DT) approach to Narrow-Band Internet of Things (NB-IoT) wireless communication optimization in an industrial scenario	22
M2VT-IDS: A multi-task multi-view learning architecture for designing IoT intrusion detection system	22
Multi-residual tensor completion for spatiotemporal data imputation	22
The Interplay between the Internet of Things and agriculture: A bibliometric analysis and research agenda	21
IoT-based expert system for fault detection in Japanese Plum leaf-turgor pressure WSN	21
The role of IoT sensor in smart building context for indoor fire hazard scenario: A systematic review of interdisciplinary articles	21
Joint coded caching and BS sleeping strategy to reduce energy consumption in 6G edge networks	21
Forecasting energy power consumption using federated learning in edge computing devices	21
Enhancing privacy and security in smart healthcare: A blockchain-powered decentralized data dissemination scheme	21
BTIA-IME: A blockchain-based trusted interactive architecture for intelligent manufacturing equipment	21
TinyML Meets IoT: A Comprehensive Survey	21
The Three-Phase Methodology for IoT Project Development	21
Collaboration of AI, big data, and blockchain in Internet of Things (IoT): Emerging trends and perspectives	20
Reassessing caching performance in information-centric IoT	20
Location-based activity behavior deviation detection for nursing home using IoT devices	20
Dynamic cooperation and mutual feedback network for shield machine	20
A generic flexible and scalable framework for hierarchical parallelization of population-based metaheuristics	20
A new road state information platform based on crowed sensing on challenged network environments	20
IoTDeploy: Deployment of IoT Smart Applications over the Computing Continuum	20
Low complexity channel tracking algorithms for coordinated and uncoordinated pilot access over high-rate internet of things	20
Missing data recovery based on temporal smoothness and time-varying similarity for wireless sensor network	20
An access control scheme in IoT-enabled Smart-Grid systems using blockchain and PUF	20
Improve quality of service for the Internet of Things using Blockchain & machine learning algorithms	19
Automatic software tailoring for Green Internet of Things	19
Faster and efficient cloud-server-aided data de-duplication scheme with an authenticated key agreement for Industrial Internet-of-Things	19
Exploring machine learning methods for the identification of production cycles and anomaly detection	19
Fog Node Self-Control Middleware: Enhancing context awareness towards autonomous decision making in Fog Colonies	19
The robust scheme for intrusion detection system in Internet of Things	19
Distributed inference in IoT-based aerial network of UAVs	19
A survey of blockchain-based IoT eHealthcare: Applications, research issues, and challenges	18
The Internet of Autonomous Things applications: A taxonomy, technologies, and future directions	18
Communication and computation efficiency in Federated Learning: A survey	18
A survey on security in internet of things with a focus on the impact of emerging technologies	18
A survey on security and cryptographic perspective of Industrial-Internet-of-Things	18
The computing continuum: From IoT to the cloud	18
Minimizing energy consumption in 802.15.4 IoT devices with multilevel xRPL (MxRPL)	18
A network communication speedup model using multiple fungible and non-fungible paths	18
A Decentralized Trust Establishment Protocol for Smart IoT Systems	18
Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud–Fog–Edge architectures	18
QoS maximization scheduling of multiple UAV base stations in 3D environment	18
AI-based anomaly identification techniques for vehicles communication protocol systems: Comprehensive investigation, research opportunities and challenges	18
A systematic review of technologies and solutions to improve security and privacy protection of citizens in the smart city	18
On the integration of Self-Sovereign Identity with TLS 1.3 handshake to build trust in IoT systems	18
Combinative model compression approach for enhancing 1D CNN efficiency for EIT-based Hand Gesture Recognition on IoT edge devices	17
The internet of modular robotic things: Issues, limitations, challenges, & solutions	17
Algorithm for child adoption process using artificial intelligence and monitoring system for children	17
Social relationships and location information based routing algorithm in opportunistic networks	17
Hybrid FFBAT optimized multi-hop routing in Internet of Nano-Things	17
A Collaboration-centric Taxonomy of the Internet of Things: Implications for Awareness Support	17
SAFE: An ICT platform for supporting monitoring, localization and rescue operations in case of earthquake	17
Adaptive multi-view subspace learning based on distributed optimization	17
Comprehensive survey on reinforcement learning-based task offloading techniques in aerial edge computing	17
Preventing Data Leak through Semantic Analysis	17
Data fusion integrated network forecasting scheme classifier (DFI-NFSC) via multi-layer perceptron decomposition architecture	17
Relationship between resource scheduling and distributed learning in IoT edge computing — An insight into complementary aspects, existing research and future directions	17
Matter and ECHONET Lite: Similarities, differences, and a bridge solution for interoperability	17
Application of navigation grid corner point algorithm in virtual reality simulation images of indoor fire evacuation	17
Resource allocation for dataflow applications in FANETs using anypath routing	17
Reliable PID dual-rate controller based on LoRaWAN for long-range distributed systems	16
Vortex Feature Positioning: Bridging tabular IIoT data and image-based deep learning	16
A fault tolerance aware green IoT workflow scheduling algorithm for multi-dimensional resource utilization in sustainable cloud computing	16
IoTSLE: Securing IoT systems in low-light environments through finite automata, deep learning and DNA computing based image steganographic model	16
Reducing communication overhead in the IoT–edge–cloud continuum: A survey on protocols and data reduction strategies	16
An approach to assess robustness of MQTT-based IoT systems	16
Multicamera edge-computing system for persons indoor location and tracking	16
Implementation and Calibration of an IoT Light Attenuation Turbidity Sensor	16
Intelligent authentication of 5G healthcare devices: A survey	16
IoT contributions to the safety of construction sites: A comprehensive review of recent advances, limitations, and suggestions for future directions	16
A framework for creating an IoT system specification with ChatGPT	16
An IoT-based interoperable architecture for wireless biomonitoring of patients with sensor patches	15
IoT-driven augmented reality and virtual reality systems in neurological sciences	15
PARSECS_RT: A real-time PARSECS-based communication protocol stack for critical sensing applications	15
Farmer-centric design thinking principles for smart farming technologies	15
OpenAPI framework for the Web of Things	15
Resilience of healthy cities in the post-pandemic era: Findings based on internet of things data and artificial intelligence algorithms	15
IoT data dissemination scheme for reducing delay in multi-broker environments	15
A deep learning framework for target localization in error-prone environment	15
An integrated approach of ML-metaheuristics for secure service placement in fog-cloud ecosystem	15
HAR: A stacked ensemble learning approach based on smartphone sensors for activity detection	15
Secure IoT-enabled sharing of digital medical records: An integrated approach with reversible data hiding, symmetric cryptosystem, and IPFS	15
XG-BoT: An explainable deep graph neural network for botnet detection and forensics	15
Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives	15
Lightweight face recognition-based portable attendance system with liveness detection	15
Enhancing IoT data confidentiality and energy efficiency through decision tree-based self-management	14
Machine learning-based prediction model for battery levels in IoT devices using meteorological variables	14
DISFIDA: Distributed Self-Supervised Federated Intrusion Detection Algorithm with online learning for health Internet of Things and Internet of Vehicles	14
CyberLearning: Effectiveness analysis of machine learning security modeling to detect cyber-anomalies and multi-attacks	14
Resource efficient AI: Exploring neural network pruning for task specialization	14
Reinforcement learning-based drone-assisted collection system for infection samples in IoT environment	14
Edge AI for Internet of Energy: Challenges and perspectives	14
IoFT-FIS: Internet of farm things based prediction for crop pest infestation using optimized fuzzy inference system	14