Internet of Things

Article	Citations
Reference architecture design and evaluation for digitalization of underground mining	507
Assessing intra- and inter-community trustworthiness in IoT: A role-based attack-resilient dynamic trust management model	379
Privacy-aware crowd counting by decentralized learning with parallel transformers	225
A novel authentication protocol to ensure confidentiality among the Internet of Medical Things in covid-19 and future pandemic scenario	208
Delay-sensitive resource allocation for IoT systems in 5G O-RAN networks	173
Multi-cloud service provision based on decision tree and two-layer Restricted Monte Carlo Tree Search	173
Enabling Personal Health Trajectory systems by means of a blockchain federation	144
An efficient Clustered IoT (CIoT) routing protocol and control overhead minimization in IoT network	126
LEGAN: A low-light image enhancement generative adversarial network for industrial internet of smart-cameras	119
Federated learning with a Balanced Heterogeneous-Yoke and Loose restriction	111
Multifactor QoE scores in IoT topologies	105
Resource allocation for dataflow applications in FANETs using anypath routing	103
Automated Climate Monitoring System: the Case of Greenhouse Industries in Ethiopia	101
A holistic approach to health and safety monitoring: Framework and technology perspective	97
Preventing Data Leak through Semantic Analysis	93
An intelligent VegeCareAI tool for next generation plant growth management	89
Hybrid FFBAT optimized multi-hop routing in Internet of Nano-Things	88
A 3D simulation framework with ray-tracing propagation for LoRaWAN communication	87
Developing a custom communication protocol for UAVs: Ground control station and architecture design	83
A survey of IoT protocols and their security issues through the lens of a generic IoT stack	83
A framework for creating an IoT system specification with ChatGPT	83
Building structural analysis based Internet of Things network assisted earthquake detection	81
WITHDRAWN: A retrospective on ASPires - An advanced system for the prevention and early detection of forest fires	77
Proactive trust classification for detection of replication attacks in 6LoWPAN-based IoT	76
SocialSense: Mobile crowd sensing-based physical distance monitoring model leveraging federated learning for pandemic	71

The internet of modular robotic things: Issues, limitations, challenges, & solutions	69
Demystifying machine learning models of massive IoT attack detection with Explainable AI for sustainable and secure future smart cities	69
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	68
SPOTTER: A novel asynchronous and independent WiFi and BLE fusion method based on particle filter for indoor positioning	68
Federated learning for performance behavior detection in a fog-IoT system	67
Robust and lightweight symmetric key exchange algorithm for next-generation IoE	67
The EU's AI act: A framework for collaborative governance	67
When edge intelligence meets cognitive buildings: The COGITO platform	66
SEPARATE: A tightly coupled, seamless IoT infrastructure for deploying AI algorithms in smart agriculture environments	65
AnoML-IoT: An end to end re-configurable multi-protocol anomaly detection pipeline for Internet of Things	64
Are perfect transcripts necessary when we analyze classroom dialogue using AIoT?	64
Combinative model compression approach for enhancing 1D CNN efficiency for EIT-based Hand Gesture Recognition on IoT edge devices	63
Towards efficient long-horizon decision-making using automated structure search method of hierarchical reinforcement learning for edge artificial intelligence	63
Addressing IoT storage constraints: A hybrid architecture for decentralized data storage and centralized management	62
UAV-Assisted Multi-path Parallel Routing for mmWave-Based Wireless Networks	61
The privacy preserving auction mechanisms in IoT-based trading market: A survey	60
A forensic tool for the identification, acquisition and analysis of sources of evidence in IoT investigations	59
A methodology for ontology-based interoperability of dynamic risk assessment frameworks in IoT environments	59
Computation and transmission adaptive semantic communication for reliability-guarantee image reconstruction in IoT	58
HARBIC: Human activity recognition using bi-stream convolutional neural network with dual joint time–frequency representation	57
MDP-based connectivity and availability models for Internet of Vehicles	56
EP-CuMAC: Energy and performance-efficient integrity protection for narrow-band IoT	56
A multi-MLP prediction for inventory management in manufacturing execution system	55
LoRaWAN end device disaggregation and decomposition by means of lightweight virtualization	55
OpenFL: A scalable and secure decentralized federated learning system on the Ethereum blockchain	52
Adaptive multi-view subspace learning based on distributed optimization	52
IoT Contributions to The Safety of Construction Sites: A Comprehensive Review of Recent Advances, Limitations, And Suggestions for Future Directions	50
Data fusion integrated network forecasting scheme classifier (DFI-NFSC) via multi-layer perceptron decomposition architecture	50
Self-adaptive and content-based scheduling for reducing idle listening and overhearing in securing quantum IoT sensors	50
Industrial data monetization: A blockchain-based industrial IoT data trading system	49
Optimal vs rotation heuristics in the role of cluster-head for routing in IoT constrained devices	49
Fairness-aware data offloading of IoT applications enabled by heterogeneous UAVs	48
IoT-robotics for collaborative sweep coverage	47
Matter and ECHONET Lite: Similarities, differences, and a bridge solution for interoperability	47
Addressing environmental stochasticity in reconfigurable intelligent surface aided unmanned aerial vehicle networks: Multi-task deep reinforcement learning based optimization for physical layer securi	47
A semantic communication model for the task of high quality image transmission to edge-end devices	46
Current testing and performance evaluation methodologies of LoRa and LoRaWAN in IoT applications: Classification, issues, and future directives	46
A fault tolerance aware green IoT workflow scheduling algorithm for multi-dimensional resource utilization in sustainable cloud computing	46
Towards a cell-inspired approach for a sustainable internet-of-things	46
In-cabin and outdoor environmental monitoring in vehicular scenarios with distributed computing	45
A cost-effective LoRaWAN-based IoT localization method using fixed reference nodes and dual-slope path-loss modeling	45
An IoT system for a smart campus: Challenges and solutions illustrated over several real-world use cases	45
OpenAPI framework for the Web of Things	44
A real-time tennis level evaluation and strokes classification system based on the Internet of Things	44
Integrating IoT in WBANs: An energy-efficient and QoS-aware approach for rapid model-driven transmission power control and link adaptation	44
BDPC: Controlling application delay in 6TiSCH networks for the industrial Internet of Things	43
A Collaboration-centric Taxonomy of the Internet of Things: Implications for Awareness Support	43
Dfinder—An efficient differencing algorithm for incremental programming of constrained IoT devices	43
Trust-aware and incentive-based offloading scheme for secure multi-party computation in Internet of Things	42
A unified privacy preserving model with AI at the edge for Human-in-the-Loop Cyber-Physical Systems	42

SAFE: An ICT platform for supporting monitoring, localization and rescue operations in case of earthquake	41
Multicamera edge-computing system for persons indoor location and tracking	41
UAV-fleet management for extended NextG emergency support infrastructure with QoS and cost aware	40
Toward Domain Adaptation for small data sets	40
Implementation and Calibration of an IoT Light Attenuation Turbidity Sensor	40
TUI Model for data privacy assessment in IoT networks	40
Systematic literature review on mechanisms to measure the technological maturity of the Internet of Things in enterprises	39
Cryptographic technologies and protocol standards for Internet of Things	38
Simultaneous remote monitoring of transformers’ ambient parameters by using IoT	38
Secure IoT-enabled sharing of digital medical records: An integrated approach with reversible data hiding, symmetric cryptosystem, and IPFS	36
IoTracker: A probabilistic event tracking approach for data-intensive IoT Smart Applications	36
PARSECS_RT: A real-time PARSECS-based communication protocol stack for critical sensing applications	36
Data Aggregation Mechanisms on the Internet of Things: A Systematic Literature Review	36
Resilience of healthy cities in the post-pandemic era: Findings based on internet of things data and artificial intelligence algorithms	36
Pixel tampering detection in encrypted surveillance videos on resource-constrained devices	35
A WSN and vision based smart, energy efficient, scalable, and reliable parking surveillance system with optical verification at edge for resource constrained IoT devices	34
Erratum to “WoT Store: Managing resources and applications on the web of things” [Internet of Things, Volume 9, March 2020, 100164]	34
Indoor position estimation using angle of arrival measurements: An efficient multi-anchor approach with outlier rejection	34
IoT convergence with machine learning & blockchain: A review	34
Relationship between resource scheduling and distributed learning in IoT edge computing — An insight into complementary aspects, existing research and future directions	33
E-governance and the European Union: Agenda for implementation	33
IoTSLE: Securing IoT systems in low-light environments through finite automata, deep learning and DNA computing based image steganographic model	33
Quantifying impact: Bibliometric examination of IoT's evolution in sustainable development	33
HAR: A stacked ensemble learning approach based on smartphone sensors for activity detection	32
Fed-Evolver: An automated evolving approach for federated Intrusion Detection System using adversarial autoencoder in SDN-enabled networks	32
Lightweight privacy-protection RFID protocol for IoT environment	32
Innovative battery-free wireless piezoresistive sensor for green-IoT applications	31
Digital Twins of Business Processes: A Research Manifesto	31
IoT-based obstacle avoidance and navigation for UGVs in wooded environments using adaptive fuzzy artificial potential field	31
Secure and Efficient Lightweight Authentication Protocol (SELAP) for multi-sector IoT applications	31
Privacy-preserved mutually-trusted 5G communications in presence of pervasive attacks	31
TinyResViT: A lightweight hybrid deep learning model for on-device corn leaf disease detection	30
An intelligent FL-based vehicle route optimization protocol for green and sustainable IoT connected IoV	30
HYRIDE: HYbrid and Robust Intrusion DEtection approach for enhancing cybersecurity in Industry 4.0	30
Authentication schemes for Internet of Things (IoT) networks: A systematic review and security assessment	30
Adapting UWB AoA estimation towards unseen environments using transfer learning and data augmentation	29
Anomaly detection system for ADS-B data: Attack vectors and machine learning models	28
A lightweight mini-batch federated learning approach for attack detection in IoT	28
A rapid household mite detection and classification technology based on artificial intelligence-enhanced scanned images	28
A survey on event detection approaches for sensor based IoT	28
Multi-temporal-scale event detection and clustering in IoT systems	28
Cogni-Sec: A secure cognitive enabled distributed reinforcement learning model for medical cyber–physical system	28
Social relationships and location information based routing algorithm in opportunistic networks	27
Insights for metrics in assessing TSCH scheduling efficiency	27
Mind your indices! Index hijacking attacks on collaborative unpooling autoencoder systems	27
Next-generation optical networks to sustain connectivity of the future: All roads lead to optical-computing-enabled network?	27
Fuzzy-based task offloading in Internet of Vehicles (IoV) edge computing for latency-sensitive applications	26
Multimodal fusion of inertial sensors and single RGB camera data for 3D human pose estimation based on a hybrid LSTM-Random forest fusion network	26
Smart mask – Wearable IoT solution for improved protection and personal health	26
BDMFA: Forensic-enabling attestation technique for Internet of Medical Things	26
An unsupervised TinyML approach applied to the detection of urban noise anomalies under the smart cities environment	25
Crowdsourced last mile delivery: Collaborative workforce assignment	25
Secure pharmaceutical supply chain using blockchain in IoT cloud systems	25
IoT data dissemination scheme for reducing delay in multi-broker environments	25
Energy-efficient distributed federated learning offloading and scheduling healthcare system in blockchain based networks	25
An IoT-based resource utilization framework using data fusion for smart environments	25
Secure communication in IOT-based UAV networks: A systematic survey	24
Practical evaluation of Wi-Fi HaLow performance	24
IoT architecture for continuous long term monitoring: Parkinson’s Disease case study	24
CSFF-YOLOv5: Improved YOLOv5 based on channel split and feature fusion in femoral neck fracture detection	24
Security analysis of lightweight IoT encryption algorithms: SIMON and SIMECK	24
A systematic state-of-art review on digital identity challenges with solutions using conjugation of IOT and blockchain in healthcare	24
Distributed scalability tuning for evolutionary sharding optimization with Random-equivalent security in permissionless Blockchain	24
DeepTransHAR: a novel clustering-based transfer learning approach for recognizing the cross-domain human activities using GRUs (Gated Recurrent Units) Networks	23
Reinforcement learning framework for UAV-based target localization applications	23
A deep learning framework for target localization in error-prone environment	23
Dynamic transmission policy for enhancing LoRa network performance: A deep reinforcement learning approach	22
Low cost cloud based remote microscopy for biological sciences	22
Task offloading scheme of vehicular cloud edge computing based on Digital Twin and improved A3C	22
Skyward bound: Empowering disaster resilience with multi-UAV-assisted B5G networks for enhanced connectivity and energy efficiency	22
A combination learning framework to uncover cyber attacks in IoT networks	22
IoT-driven augmented reality and virtual reality systems in neurological sciences	22
Lightweight encryption with data and device integrity using NLFSR and PUF for the Internet of Medical Things	22
MmWave beam path blockage prevention through codebook value prediction under domain shift	21
Empowering smart cities: High-altitude platforms based Mobile Edge Computing and Wireless Power Transfer for efficient IoT data processing	21
HunterPlus: AI based energy-efficient task scheduling for cloud–fog computing environments	21
End-to-end communication protocol in IoT-enabled ZigBee network: Investigation and performance analysis	21
A review of the security vulnerabilities and countermeasures in the Internet of Things solutions: A bright future for the Blockchain	21
Lightweight face recognition-based portable attendance system with liveness detection	21
Securing massive IoT in 6G: Recent solutions, architectures, future directions	21

Lightweight blockchain solutions: Taxonomy, research progress, and comprehensive review	21
Intelligent authentication of 5G healthcare devices: A survey	21
Processor power and energy consumption estimation techniques in IoT applications: A review	21
XG-BoT: An explainable deep graph neural network for botnet detection and forensics	21
E-governance and integration in the European union	20
Farmer-centric design thinking principles for smart farming technologies	20
A hybrid model for energy-efficient Green Internet of Things enabled intelligent transportation systems using federated learning	20
Empowering homes with intelligence: An investigation of smart home technology adoption and usage	20
A systematic review of applying grey wolf optimizer, its variants, and its developments in different Internet of Things applications	20
Algorithm for child adoption process using artificial intelligence and monitoring system for children	20
Comprehensive survey on reinforcement learning-based task offloading techniques in aerial edge computing	20
Optimal data transmission for decentralized IoT and WSN based on Type-2 Fuzzy Harris Hawks Optimization	20
DeMAC: Towards detecting model poisoning attacks in federated learning system	20
Constructing a Network Digital Twin through formal modeling: Tackling the virtual–real mapping challenge in IIoT networks	19
An IoT-based interoperable architecture for wireless biomonitoring of patients with sensor patches	19
Knowledge graph and deep learning based pest detection and identification system for fruit quality	19
Automated trusted collaborative processes through blockchain & IoT integration: The fraud detection case	19
Extracting video games rating labels from transcript files	19
Privacy preservation in sensor-based Human Activity Recognition through autoencoders for low-power IoT devices	19
Development of an Internet of Things solution to monitor and analyse indoor air quality	19
Assessment of barriers to IoT-enabled circular economy using an extended decision- making-based FMEA model under uncertain environment	18
Optimizing waste management with integrated AIoT, edge computing, and LoRaWAN communication technologies	18
Enhancing IoT network security through deep learning-powered Intrusion Detection System	18
Energy-efficient modified DCC-MAC protocol for IoT in e-health applications	18
DRL based low carbon economic dispatch by considering power transmission safety limitations in internet of energy	18
FedMicro-IDA: A federated learning and microservices-based framework for IoT data analytics	18
Securing IoT devices: A novel approach using blockchain and quantum cryptography	18
Strategy analysis of badminton players using deep learning from IMU and UWB wearables	18
Adaptation in Smart Home Automation Systems: A systematic review of decision-making and interaction	18
IoT-based supply chain management: A systematic literature review	18
A P4-assisted task offloading scheme for Fog networks: An intelligent transportation system scenario	18
Tiny keys hold big secrets: On efficiency of Pairing-Based Cryptography in IoT	17
Microservices migration: A pathway to improved energy efficiency in UAV networks	17
IoT-enhanced battery management system for real-time SoC and SoH monitoring using STM32-based programmable electronic load	17
Energy efficient resource management for real-time IoT applications	17
IoV-TwinChain: Predictive maintenance of vehicles in internet of vehicles through digital twin and blockchain	17
Review of methods and technologies to detect, count and identify people in indoor environments	17
Lightweight anomaly detection in federated learning via separable convolution and convergence acceleration	17
Unlocking the dynamic potential: Next-gen DOA estimation for moving signals via BSCS with adaptive weighted Kalman filter in 6G networks	17
An IoT-enabled omnidirectional mobile system for home-based rehabilitation of upper and lower limbs	17
A contactless method for recognition of daily living activities for older adults based on ambient assisted living technology	17
Two-stage Stackelberg game based physical reality sensing incentive mechanism in metaverse	17
Energy-aware tinyML model selection on zero energy devices	17
RAX-ClaMal: Dynamic Android malware classification based on RAX register values	17
IoFT-FIS: Internet of farm things based prediction for crop pest infestation using optimized fuzzy inference system	16
Positive connotations of map-matching based on sub-city districts for trajectory data analytics	16
An activity-based approach for the early identification and resolution of problems in the development of IoT systems in academic projects	16
A simulation system for decision of camera position and angle: Human motion analysis in case of dangerous posture scenarios	16
Hybrid vehicular access protocol and message prioritization for real-time safety messaging	16
Proof-of-authority-based secure and efficient aggregation with differential privacy for federated learning in industrial IoT	16
ATLANTIS: A multidimensional maturity model for evaluating the adoption of the internet of things in industrial SMEs	16
Time-efficient approximate trajectory planning for AoI-centered multi-UAV IoT networks	16
Cross-Referencing Method for Scalable Public Blockchain	16
Detecting cyberthreats in Metaverse learning platforms using an explainable DNN	16
Cross-modal contrastive learning for predicting sepsis onset in Medical Internet of Things (MIoT)	16
Security analysis of digitized substations: A systematic review of GOOSE messages	15
Reinforcement learning-based drone-assisted collection system for infection samples in IoT environment	15
Jointly optimizing resource and heterogeneity in IoT networks using a Three-Stage Asynchronous Federated Reinforcement Learning	15
An analytical model for multihop LoRaWAN networks	15
Delay sensitive data transmission optimization for energy harvesting relay satellite networks	15
A survey on low-cost development boards for applying cryptography in IoT systems	15
Taxonomy and software architecture for real-time context-aware collaborative smart environments	15
Age of correlated information-optimal dynamic policy scheduling for sustainable Green IoT devices: A multi-agent deep reinforcement learning approach	15
Flow and unified information-based DDoS attack detection system for multi-topology IoT networks	15
Microservices based architectures for IoT systems - State-of-the-art review	15
NFTs for combating deepfakes and fake metaverse digital contents	15
A mesh network case study for digital audio signal processing in Smart Farm	15
On the Generalization of Deep Learning Models for AoA Estimation in Bluetooth Indoor Scenarios	15
Empirical evaluation of feature selection methods for machine learning based intrusion detection in IoT scenarios	14
Reliable data transmission for a VANET-IoIT architecture: A DNN approach	14
Enhancing a fog-oriented IoT authentication and encryption platform through deep learning-based attack detection	14
SkinSense: Efficient vibration-based communications over human body using motion sensors	14
DISFIDA: Distributed Self-Supervised Federated Intrusion Detection Algorithm with online learning for health Internet of Things and Internet of Vehicles	14
Deep learning-based transceiver design for multi-user MIMO systems	14
A review of LoRaWAN performance optimization through cross-layer-based approach for Internet of Things	14
Internet-of-Mirrors (IoM) for connected healthcare and beauty: A prospective vision	14
Advanced authentication of IoT sensor network for industrial safety	14
Resource efficient AI: Exploring neural network pruning for task specialization	14
Action identification with fusion of BERT and 3DCNN for smart home systems	14
Mixed Reality Virtual Device (MRVD) for seamless MR-IoT-Digital Twin convergence	14
A predictive maintenance model for internet of things devices using long short-term memory and one-dimensional dilated group convolution with residual connection	13
CREASE: Certificateless and REused-pseudonym based Authentication Scheme for Enabling security and privacy in VANETs	13
TSFed: A three-stage optimization mechanism for secure and efficient federated learning in industrial IoT networks	13
Adaptive Merkle trees for enhanced blockchain scalability	13
An integrated approach of ML-metaheuristics for secure service placement in fog-cloud ecosystem	13
Availability evaluation of IoT systems with Byzantine fault-tolerance for mission-critical applications	13
Securing Medical Information Transmission Between IoT Devices: An Innovative Hybrid Encryption Scheme Based on Quantum Walk, DNA Encoding, and Chaos	13
Innovative security and compression for constrained IoT networks	13
Intelligent healthcare system for IoMT-integrated sonography: Leveraging multi-scale self-guided attention networks and dynamic self-distillation	13
IoT-based prediction models in the environmental context: A systematic Literature Review	13
In-home Health Monitoring using Floor-based Gait Tracking	13
DSPPV: Dynamic service function chains placement with parallelized virtual network functions in mobile edge computing	13
Enhancing AMI network security with STI model: A mathematical perspective	13
Robust Encryption Framework for IoT Devices Based on Bit-plane Extraction, Chaotic Sine Models, and Quantum Operations	13
A Tabu list strategy based DQN for AAV mobility in indoor single-path environment: Implementation and performance evaluation	13