Internet of Things

Article	Citations
OpenAPI framework for the Web of Things	454
Distributed scalability tuning for evolutionary sharding optimization with Random-equivalent security in permissionless Blockchain	327
Automated trusted collaborative processes through blockchain & IoT integration: The fraud detection case	202
Are perfect transcripts necessary when we analyze classroom dialogue using AIoT?	153
Delay-sensitive resource allocation for IoT systems in 5G O-RAN networks	149
A systematic review of applying grey wolf optimizer, its variants, and its developments in different Internet of Things applications	133
OpenFL: A scalable and secure decentralized federated learning system on the Ethereum blockchain	113
CSFF-YOLOv5: Improved YOLOv5 based on channel split and feature fusion in femoral neck fracture detection	110
A multi-MLP prediction for inventory management in manufacturing execution system	101
Reference architecture design and evaluation for digitalization of underground mining	97
Privacy preservation in sensor-based Human Activity Recognition through autoencoders for low-power IoT devices	82
Assessing intra- and inter-community trustworthiness in IoT: A role-based attack-resilient dynamic trust management model	79
Secure pharmaceutical supply chain using blockchain in IoT cloud systems	78
Enhancing IoT network security through deep learning-powered Intrusion Detection System	76
Lightweight face recognition-based portable attendance system with liveness detection	76
Farmer-centric design thinking principles for smart farming technologies	76
Empowering homes with intelligence: An investigation of smart home technology adoption and usage	75
Algorithm for child adoption process using artificial intelligence and monitoring system for children	73
Privacy-aware crowd counting by decentralized learning with parallel transformers	71
Self-adaptive and content-based scheduling for reducing idle listening and overhearing in securing quantum IoT sensors	69
Adaptive multi-view subspace learning based on distributed optimization	69
An efficient Clustered IoT (CIoT) routing protocol and control overhead minimization in IoT network	64
Practical evaluation of Wi-Fi HaLow performance	63
A deep learning framework for target localization in error-prone environment	63
DeMAC: Towards detecting model poisoning attacks in federated learning system	60

Federated learning with a Balanced Heterogeneous-Yoke and Loose restriction	58
Empowering smart cities: High-altitude platforms based Mobile Edge Computing and Wireless Power Transfer for efficient IoT data processing	58
Multifactor QoE scores in IoT topologies	57
Lightweight encryption with data and device integrity using NLFSR and PUF for the Internet of Medical Things	57
Multi-cloud service provision based on decision tree and two-layer Restricted Monte Carlo Tree Search	56
Resource allocation for dataflow applications in FANETs using anypath routing	54
Towards a cell-inspired approach for a sustainable internet-of-things	53
Automated Climate Monitoring System: the Case of Greenhouse Industries in Ethiopia	53
A holistic approach to health and safety monitoring: Framework and technology perspective	52
Preventing Data Leak through Semantic Analysis	51
FPMIPv6-S: A new network-based mobility management scheme for 6LoWPAN	51
Extracting video games rating labels from transcript files	50
An intelligent VegeCareAI tool for next generation plant growth management	50
Integrating IoT in WBANs: An energy-efficient and QoS-aware approach for rapid model-driven transmission power control and link adaptation	50
Hybrid FFBAT optimized multi-hop routing in Internet of Nano-Things	48
An IoT system for a smart campus: Challenges and solutions illustrated over several real-world use cases	48
A 3D simulation framework with ray-tracing propagation for LoRaWAN communication	46
Dynamic transmission policy for enhancing LoRa network performance: A deep reinforcement learning approach	46
A survey of IoT protocols and their security issues through the lens of a generic IoT stack	43
A real-time tennis level evaluation and strokes classification system based on the Internet of Things	43
Developing a custom communication protocol for UAVs: Ground control station and architecture design	42
E-governance and integration in the European union	42
Enabling Personal Health Trajectory systems by means of a blockchain federation	41
A methodology for ontology-based interoperability of dynamic risk assessment frameworks in IoT environments	41
Addressing environmental stochasticity in reconfigurable intelligent surface aided unmanned aerial vehicle networks: Multi-task deep reinforcement learning based optimization for physical layer securi	40
A forensic tool for the identification, acquisition and analysis of sources of evidence in IoT investigations	40
A framework for creating an IoT system specification with ChatGPT	39
An intelligent FL-based vehicle route optimization protocol for green and sustainable IoT connected IoV	39
SAFE: An ICT platform for supporting monitoring, localization and rescue operations in case of earthquake	39
Matter and ECHONET Lite: Similarities, differences, and a bridge solution for interoperability	38
Adapting UWB AoA estimation towards unseen environments using transfer learning and data augmentation	38
A systematic state-of-art review on digital identity challenges with solutions using conjugation of IOT and blockchain in healthcare	37
SocialSense: Mobile crowd sensing-based physical distance monitoring model leveraging federated learning for pandemic	36
Proactive trust classification for detection of replication attacks in 6LoWPAN-based IoT	36
Addressing IoT storage constraints: A hybrid architecture for decentralized data storage and centralized management	36
WITHDRAWN: A retrospective on ASPires - An advanced system for the prevention and early detection of forest fires	36
Lightweight blockchain solutions: Taxonomy, research progress, and comprehensive review	36
Building structural analysis based Internet of Things network assisted earthquake detection	36
The internet of modular robotic things: Issues, limitations, challenges, & solutions	35
Demystifying machine learning models of massive IoT attack detection with Explainable AI for sustainable and secure future smart cities	35
A review of the security vulnerabilities and countermeasures in the Internet of Things solutions: A bright future for the Blockchain	35
IoT Contributions to The Safety of Construction Sites: A Comprehensive Review of Recent Advances, Limitations, And Suggestions for Future Directions	34
Industrial data monetization: A blockchain-based industrial IoT data trading system	34
Optimal vs rotation heuristics in the role of cluster-head for routing in IoT constrained devices	33
What Do Practitioners Discuss about IoT and Industry 4.0 Related Technologies? Characterization and Identification of IoT and Industry 4.0 Categories in Stack Overflow Discussions	33
LoRaWAN end device disaggregation and decomposition by means of lightweight virtualization	32
SPOTTER: A novel asynchronous and independent WiFi and BLE fusion method based on particle filter for indoor positioning	32
Robust and lightweight symmetric key exchange algorithm for next-generation IoE	31
DeepTransHAR: a novel clustering-based transfer learning approach for recognizing the cross-domain human activities using GRUs (Gated Recurrent Units) Networks	31
Federated learning for performance behavior detection in a fog-IoT system	31

Knowledge graph and deep learning based pest detection and identification system for fruit quality	30
Securing massive IoT in 6G: Recent solutions, architectures, future directions	30
EP-CuMAC: Energy and performance-efficient integrity protection for narrow-band IoT	30
A Collaboration-centric Taxonomy of the Internet of Things: Implications for Awareness Support	30
When edge intelligence meets cognitive buildings: The COGITO platform	30
Crowdsourced last mile delivery: Collaborative workforce assignment	30
AnoML-IoT: An end to end re-configurable multi-protocol anomaly detection pipeline for Internet of Things	30
Smart mask – Wearable IoT solution for improved protection and personal health	29
TUI Model for data privacy assessment in IoT networks	29
Toward Domain Adaptation for small data sets	29
A unified privacy preserving model with AI at the edge for Human-in-the-Loop Cyber-Physical Systems	29
Low cost cloud based remote microscopy for biological sciences	29
UAV-Assisted Multi-path Parallel Routing for mmWave-Based Wireless Networks	29
A novel authentication protocol to ensure confidentiality among the Internet of Medical Things in covid-19 and future pandemic scenario	29
LEGAN: A low-light image enhancement generative adversarial network for industrial internet of smart-cameras	28
Processor power and energy consumption estimation techniques in IoT applications: A review	28
IoT architecture for continuous long term monitoring: Parkinson’s Disease case study	28
A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling	28
HARBIC: Human activity recognition using bi-stream convolutional neural network with dual joint time–frequency representation	28
FedMicro-IDA: A federated learning and microservices-based framework for IoT data analytics	27
Implementation and Calibration of an IoT Light Attenuation Turbidity Sensor	27
UAV-fleet management for extended NextG emergency support infrastructure with QoS and cost aware	27
An IoT-based resource utilization framework using data fusion for smart environments	27
Systematic literature review on mechanisms to measure the technological maturity of the Internet of Things in enterprises	26
Energy-efficient distributed federated learning offloading and scheduling healthcare system in blockchain based networks	26
A lightweight mini-batch federated learning approach for attack detection in IoT	26
Evaluating the performance of the OSCORE security protocol in constrained IoT environments	25
Resilience of healthy cities in the post-pandemic era: Findings based on internet of things data and artificial intelligence algorithms	25
BDPC: Controlling application delay in 6TiSCH networks for the industrial Internet of Things	25
Dfinder—An efficient differencing algorithm for incremental programming of constrained IoT devices	25
Intelligent authentication of 5G healthcare devices: A survey	25
IoT-based supply chain management: A systematic literature review	24
Security analysis of lightweight IoT encryption algorithms: SIMON and SIMECK	24
Optimal data transmission for decentralized IoT and WSN based on Type-2 Fuzzy Harris Hawks Optimization	24
SEPARATE: A tightly coupled, seamless IoT infrastructure for deploying AI algorithms in smart agriculture environments	24
The privacy preserving auction mechanisms in IoT-based trading market: A survey	24
A survey on event detection approaches for sensor based IoT	24
Skyward bound: Empowering disaster resilience with multi-UAV-assisted B5G networks for enhanced connectivity and energy efficiency	23
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things	23
IoTracker: A probabilistic event tracking approach for data-intensive IoT Smart Applications	23
Simultaneous remote monitoring of transformers’ ambient parameters by using IoT	23
Detection of malicious javascript on an imbalanced dataset	22
An IoT-based interoperable architecture for wireless biomonitoring of patients with sensor patches	22
Secure IoT-enabled sharing of digital medical records: An integrated approach with reversible data hiding, symmetric cryptosystem, and IPFS	22
Data Aggregation Mechanisms on the Internet of Things: A Systematic Literature Review	21
Development of an Internet of Things solution to monitor and analyse indoor air quality	21
Towards efficient long-horizon decision-making using automated structure search method of hierarchical reinforcement learning for edge artificial intelligence	21
XG-BoT: An explainable deep graph neural network for botnet detection and forensics	21
Fairness-aware data offloading of IoT applications enabled by heterogeneous UAVs	21
Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks	20
In-cabin and outdoor environmental monitoring in vehicular scenarios with distributed computing	20
A hybrid model for energy-efficient Green Internet of Things enabled intelligent transportation systems using federated learning	19
PARSECS_RT: A real-time PARSECS-based communication protocol stack for critical sensing applications	19
Securing IoT devices: A novel approach using blockchain and quantum cryptography	19
A fault tolerance aware green IoT workflow scheduling algorithm for multi-dimensional resource utilization in sustainable cloud computing	19
HunterPlus: AI based energy-efficient task scheduling for cloud–fog computing environments	19
DRL based low carbon economic dispatch by considering power transmission safety limitations in internet of energy	19
Cogni-Sec: A secure cognitive enabled distributed reinforcement learning model for medical cyber–physical system	19
Reinforcement learning framework for UAV-based target localization applications	19
Pixel tampering detection in encrypted surveillance videos on resource-constrained devices	18
IoT data dissemination scheme for reducing delay in multi-broker environments	18
Multicamera edge-computing system for persons indoor location and tracking	18
MDP-based connectivity and availability models for Internet of Vehicles	18
End-to-end communication protocol in IoT-enabled ZigBee network: Investigation and performance analysis	18
IoT-driven augmented reality and virtual reality systems in neurological sciences	18
Cryptographic technologies and protocol standards for Internet of Things	18
Secure IoT communications for smart healthcare monitoring system	18
Task offloading scheme of vehicular cloud edge computing based on Digital Twin and improved A3C	17
Indoor position estimation using angle of arrival measurements: An efficient multi-anchor approach with outlier rejection	17
E-governance and the European Union: Agenda for implementation	17
An unsupervised TinyML approach applied to the detection of urban noise anomalies under the smart cities environment	17
Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives	17
Quantifying impact: Bibliometric examination of IoT's evolution in sustainable development	17
Secure communication in IOT-based UAV networks: A systematic survey	17
IoT convergence with machine learning & blockchain: A review	17
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices	17
Erratum to “WoT Store: Managing resources and applications on the web of things” [Internet of Things, Volume 9, March 2020, 100164]	17
IoTSLE: Securing IoT systems in low-light environments through finite automata, deep learning and DNA computing based image steganographic model	16
Fuzzy-based task offloading in Internet of Vehicles (IoV) edge computing for latency-sensitive applications	16
Data fusion integrated network forecasting scheme classifier (DFI-NFSC) via multi-layer perceptron decomposition architecture	16

A semantic communication model for the task of high quality image transmission to edge-end devices	16
Computation and transmission adaptive semantic communication for reliability-guarantee image reconstruction in IoT	16
Fed-Evolver: An automated evolving approach for federated Intrusion Detection System using adversarial autoencoder in SDN-enabled networks	16
Relationship between resource scheduling and distributed learning in IoT edge computing — An insight into complementary aspects, existing research and future directions	16
Comprehensive survey on reinforcement learning-based task offloading techniques in aerial edge computing	16
A combination learning framework to uncover cyber attacks in IoT networks	15
Lightweight privacy-protection RFID protocol for IoT environment	15
IoT-robotics for collaborative sweep coverage	15
The EU's AI act: A framework for collaborative governance	15
Combinative model compression approach for enhancing 1D CNN efficiency for EIT-based Hand Gesture Recognition on IoT edge devices	15
Multi-temporal-scale event detection and clustering in IoT systems	14
IoT-Based Obstacle Avoidance and Navigation for UGVs in Wooded Environments Using Adaptive Fuzzy Artificial Potential Field	14
Next-generation optical networks to sustain connectivity of the future: All roads lead to optical-computing-enabled network?	14
CONFRONT: Cloud-fog-dew based monitoring framework for COVID-19 management	14
A rapid household mite detection and classification technology based on artificial intelligence-enhanced scanned images	14
Mind your indices! Index hijacking attacks on collaborative unpooling autoencoder systems	14
TinyResViT: A lightweight hybrid deep learning model for on-device corn leaf disease detection	14
Anomaly detection system for ADS-B data: Attack vectors and machine learning models	14
Energy-efficient modified DCC-MAC protocol for IoT in e-health applications	14
BDMFA: Forensic-enabling attestation technique for Internet of Medical Things	14
Insights for metrics in assessing TSCH scheduling efficiency	14
A P4-assisted task offloading scheme for Fog networks: An intelligent transportation system scenario	14
Social relationships and location information based routing algorithm in opportunistic networks	14
Multimodal fusion of inertial sensors and single RGB camera data for 3D human pose estimation based on a hybrid LSTM-Random forest fusion network	14
Autonomous driving test system under hybrid reality: The role of digital twin technology	13
A lightweight blockchain and fog-enabled secure remote patient monitoring system	13
Harnessing NOx emission management: A virtual sensor model for natural gas power generation engines with active pre-chamber	13
SteeraTool: Exploiting the potential of digital twin for data generation	13
Estimating vibration sources for industrial IoT using dilated CNN and deconvolution	13
Jointly optimizing resource and heterogeneity in IoT networks using a Three-Stage Asynchronous Federated Reinforcement Learning	13
Strategy analysis of badminton players using deep learning from IMU and UWB wearables	13
Enhancing AMI network security with STI model: A mathematical perspective	13
TLR: Traffic-aware load-balanced routing for industrial IoT	13
Drift-based task management in support of pervasive edge applications	13
ADA<	13
Navigating the nexus of AI and IoT: A comprehensive review of data analytics and privacy paradigms	13
Istighatha – IoT-enabled emergency response system	13
Assessment of barriers to IoT-enabled circular economy using an extended decision- making-based FMEA model under uncertain environment	13
Robust Encryption Framework for IoT Devices Based on Bit-plane Extraction, Chaotic Sine Models, and Quantum Operations	13
Optimization analysis of average message delivery time for healthcare monitoring using a developed NB-IoT technology in a smart city	13
European Citizenship and the Concept of Digital Self	13
TSFed: A three-stage optimization mechanism for secure and efficient federated learning in industrial IoT networks	13
Leveraging the power of internet of things and artificial intelligence in forest fire prevention, detection, and restoration: A comprehensive survey	12
A multi-objective mutation-based dynamic Harris Hawks optimization for botnet detection in IoT	12
An explainable multi-modal model for advanced cyber-attack detection in industrial control systems	12
Advanced authentication of IoT sensor network for industrial safety	12
DSPPV: Dynamic service function chains placement with parallelized virtual network functions in mobile edge computing	12
Context-driven detection of distracted driving using images from in-car cameras	12
A comprehensive review on Internet of Things application placement in Fog computing environment	12
Threat modeling in smart firefighting systems: Aligning MITRE ATT&CK matrix and NIST security controls	12
Towards early forest fire detection and prevention using AI-powered drones and the IoT	12
A Tabu list strategy based DQN for AAV mobility in indoor single-path environment: Implementation and performance evaluation	12
Adaptive Merkle trees for enhanced blockchain scalability	12
An IoT Raspberry Pi-based parking management system for smart campus	12
An integrated approach of ML-metaheuristics for secure service placement in fog-cloud ecosystem	12
A novel continuous authentication method using biometrics for IOT devices	12
A comparative analysis of various machine learning methods for anomaly detection in cyber attacks on IoT networks	12
DSME-FOTA: Firmware over-the-air update framework for IEEE 802.15.4 DSME MAC to enable large-scale multi-hop industrial IoT networks	12
IoFT-FIS: Internet of farm things based prediction for crop pest infestation using optimized fuzzy inference system	12
A randomised control trial for measuring student engagement through the Internet of Things and serious games	12
Deep learning assisted COVID-19 detection using full CT-scans	11
Trust interoperability in the Internet of Things	11
GDLC: A new Graph Deep Learning framework based on centrality measures for intrusion detection in IoT networks	11
Data enrichment toolchain: A use-case for correlation analysis of air quality, traffic, and meteorological metrics in Madrid’s smart city	11
On the Generalization of Deep Learning Models for AoA Estimation in Bluetooth Indoor Scenarios	11
Lightweight multi-hop routing protocol for resource optimisation in edge computing networks	11
A flexible Compilation-as-a-Service and Remote-Programming-as-a-Service platform for IoT devices	11
Taxonomy and software architecture for real-time context-aware collaborative smart environments	11
IoT-enabled coordination for recommerce circular supply chain in the industry 4.0 era	11
IoT-based prediction models in the environmental context: A systematic Literature Review	11
Deep learning-based transceiver design for multi-user MIMO systems	11
Mixed Reality Virtual Device (MRVD) for seamless MR-IoT-Digital Twin convergence	11
A new community business model for a free, open, and neutral network: Considering the wireless to fiber transition	11
Age of correlated information-optimal dynamic policy scheduling for sustainable Green IoT devices: A multi-agent deep reinforcement learning approach	11
A predictive maintenance model for internet of things devices using long short-term memory and one-dimensional dilated group convolution with residual connection	10
FedChain-Hunter: A reliable and privacy-preserving aggregation for federated threat hunting framework in SDN-based IIoT	10
Mechanisms for measuring technology maturity on the Internet of Things in enterprises: A systematic literature mapping	10
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers	10
Enhancing IoT data confidentiality and energy efficiency through decision tree-based self-management	10
Task offloading method based on CNN-LSTM-attention for cloud–edge–end collaboration system	10
Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial IoT	10
Machine learning-based prediction model for battery levels in IoT devices using meteorological variables	10
A multimodal teacher speech emotion recognition method in the smart classroom	10
Mining and IoT-based Vehicle Ad-hoc NETwork: Industry opportunities and innovation	10
Small scale IoT device privacy evaluation using Petri net modeling	10
A modified lightweight authenticated key agreement protocol for Internet of Drones	10
Low discrepancy on non-linear sensor deployment in a time-critical linear IIoT network	10
Efficient unmanned aerial vehicle-based data collection for IoT smart farming	10
An extended Meta Learning Approach for Automating Model Selection in Big Data Environments using Microservice and Container Virtualizationz Technologies	10
NFTs for combating deepfakes and fake metaverse digital contents	10
Intelligent healthcare system for IoMT-integrated sonography: Leveraging multi-scale self-guided attention networks and dynamic self-distillation	10
Front matter 2 - Editorial board	10
Multi-dimension-precision chaotic encryption mechanism for Internet of Things	10
Throughput optimization in backscatter-assisted wireless-powered underground sensor networks for smart agriculture	10
A cellular learning automata-based approach for self-protection and coverage problem in the Internet of Things	10