OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Internet of Things Journal is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-11-01 to 2025-11-01.)

Article	Citations
Table of Contents	1010
Diagnosis of Multiple Fundus Disorders Amidst a Scarcity of Medical Experts Via Self-Supervised Machine Learning	577
Pushing the Boundaries of High-Precision AoA Estimation With Enhanced Phase Estimation Protocol	558
LuxTrack: Activity Inference Attacks via Smartphone Ambient Light Sensors and Countermeasures	494
The Self-Detection Method of the Puppet Attack in Biometric Fingerprinting	457
IEEE Internet of Things Journal Information for Authors	386
IEEE Internet of Things Journal Information for Authors	374
Secrecy Outage Probability of Multiple-Input–Multiple-Output Secure Internet of Things Communication Systems	355
Blockchain Security Using Merkle Hash Zero Correlation Distinguisher for the IoT in Smart Cities	345
Mixed-Criticality Industrial Data Scheduling on 5G NR	345
Cryptosystem for IoT Devices With Feedback Operation Modes Based on Shared Buffer and Unrolled-Pipeline Techniques	323
Convex Optimization of Mutual Inductance Between Multiantiparallel Coils for Distance-Insensitive Wireless Charging of Air–Ground Robots	304
EPGQ: Efficient and Private Feature-Based Group Nearest Neighbor Query Over Road Networks	286
Hash Access in Blockchain Radio Access Networks: Characterization and Optimization	279
Clustered Scheduling and Communication Pipelining for Efficient Resource Management of Wireless Federated Learning	261
Mordo: Silent Command Recognition Through Lightweight Around-Ear Biosensors	253
Multistate Constraint Multipath-Assisted Positioning and Mismatch Alleviation	251
Game-Theory-Inspired Novel Mechanism for Assessing Healthcare Quality	243
Guest Editorial Special Issue on Blockchain-Enabled Internet of Things	241
V2V-Based Cooperative Control of Heterogeneous CAV Platoons: An Intelligent VO-IDA Approach	235
Novel Power Control With Duplex Mode Selection Schemes in Two-Way IoT-Type Communication	235
Rate-Convergence Tradeoff of Federated Learning Over Wireless Channels	224
CEL: Cost-Aware Edge-Assisted Livecast via Optimization With Shapley Value	219
A Spatiotemporal Detection and Tracing Framework for Human Contact Behavior Using Multicamera Sensors	216
Special Issue on Knowledge- and Service-Oriented Industrial Internet of Things: Architectures, Challenges, and Methodologies	216

Modeling the Offloading Scheme With Unreliable VM-Related Service for MEC Networks	211
Information for Authors	202
IEEE Internet of Things Journal Information for Authors	196
Front Cover	194
Table of contents	193
Outsourced Secure Cross-Modal Retrieval Based on Secret Sharing for Lightweight Clients	191
IEEE Internet of Things Journal Publication Information	191
Empowering AI-Driven Healthcare With Secure, Decentralized, and Privacy-Enhancing Adaptive Intelligence	188
Foundation Model-Based Federated Learning for Intrusion Detection in Drone-Aided Industrial IoT	186
Indoor 3-D Localization Based on Heterogeneous Sensing Data Fusion	185
Movable-Element STARS-Assisted Near-Field Wideband Communications	181
Automatic Image Annotation for Human–Machine Interaction in Industrial IoT Flexible Manufacturing	177
A Root Cause Analysis Framework for IoT Based on Dynamic Causal Graphs Assisted by LLMs	177
Smartphone-Based Multimode Geomagnetic Matching/PDR Adaptive Fusion Positioning and Integrity Monitoring in a Variable Corridor Environment	174
IEEE Internet of Things Journal Society Information	174
Is It Instrumentation? Evaluation of Validity Constraints in Smart Homes	174
Table of Contents	173
EESyn-CTP: Edge–End Collaboration for Patient-Friendly CTP Image Synthesis	172
Multihop Routing for IoT-Based Digital Twin: Novel Metaheuristic Approaches	171
Optimization of Vehicular Edge Computing Under Time-Varying Fading Channels With Path Prediction	170
Online Identification and Temperature Tracking Control for Furnace System With a Single Slab and a Single Heater Over the Wirelessly Connected IoT Controller	170
Table of Contents	168
Continuous Latent Adversarial Autoencoder: A Time-Sensitive Method for Incomplete Time-Series Modeling	166
IEEE Internet of Things Journal Publication Information	165
Data-Driven Iterative Learning Security Consensus for Nonlinear Multiagent Systems With Fading Channels and Deception Attacks	163
Toward Crash-Free Autonomous Driving: Anomaly Detection and Control for Resilience to Stealthy Sensor Attacks	155
Pushing the Charging Distance Beyond Near Field by Antenna Design	154
Table of Contents	153
A Multilevel Biosensor-Based Epidemic Simulation Model for COVID-19	152
DLP: Achieve Customizable Location Privacy With Deceptive Dummy Techniques in LBS Applications	151
Joint Optimization of Signal Scheme and Vehicle Trajectories Based on Vehicular Delay Estimation Model	149
Mitigating Energy Cost of Connection Reliability in UWSNs Through Non-Uniform k-Connectivity	145
Distributed Feature Selection Considering Data Pricing Based on Edge Computing in Electricity Spot Markets	145
A Definition of a New Global Secure Internet of Things Architecture	144
Assessing Membership Leakages via Task-Aligned Divergent Shadow Data Sets in Vehicular Road Cooperation	144
MASS: A Multiattribute Sketch Secure Data Sharing Scheme for IoT Wearable Medical Devices Based on Blockchain	142
GreenTrust: Trust Assessment Using Ensemble Learning in Internet of Microgrid Things	142
A Semantic Communication Approach for Multiscene Target Detection in Intelligent Vehicle Networks	142
An Optimized Privacy-Utility Tradeoff Framework for Differentially Private Data Sharing in Blockchain-Based Internet of Things	141
Robust Spectrum Access Scheme Against Diverse Jamming Policies: A Prioritized Fictitious Rival-Play-Based Approach	138
Oneshot Deep Reinforcement Learning Approach to Network Slicing for Autonomous IoT Systems	138
Lightweight Trust Management Scheme Based on Blockchain in Resource-Constrained Intelligent IoT Systems	138
Collaborative Intrusion Detection Approach Based on Blockchain in Internet of Vehicles	138
Global Microservice Autoscaling Over Heterogeneous Edge Environments for Internet Applications: A Reinforcement Learning Approach	137
A Fractured Petal-Shaped Multi-Polarization Reconfigurable Antenna With Over 2:1 Bandwidth for Intelligent IoT Applications	137
Distributed Adaptive Bipartite Containment Control for Nonlinear Multiagent Systems Under Deception Attacks and Actuator Faults	137
Fuzzy Neural Network Enhanced Information Fusion for Multi-model Action Recognition	137
3-D Indoor Positioning Based on Passive Radio Frequency Signal Strength Distribution	137
Mobile Feature Enhanced High-Accuracy Positioning Based on Carrier Phase and Bayesian Estimation	136
Energy-Aware Irregular Slotted Aloha Methods for Wireless-Powered IoT Networks	134

Analytical Modeling of Location and Contention Randomness for Node-Assisted WiFi Backscatter Communication	134
General Simultaneous Localization and Mapping Scheme for mmWave Communication Systems	133
Enhancing Performance in Worst-Case Scenarios of BLE Periodic Advertising for Dense IoT Networks	133
LEMDA: A Novel Feature Engineering Method for Intrusion Detection in IoT Systems	132
Toward Communication-Efficient Over-the-Air Federated Learning: Synergistic Compression for Uplink and Downlink Transmission	132
Cerberus: Accurate Real-Time Object Detection System Under Adverse Weather Conditions via Multi-modal Fusion	131
Rethinking Distributed Average Consensus for Wireless Networks: A Low-Cost Approach to Broadcast Probability Optimization	131
Modulation Classification of Active Attacks in Internet of Things: Lightweight MCBLDN With Spatial Transformer Network	129
MitM Attack to Electric Vehicle AC Chargers	129
Watermarking for Stable Diffusion Models	129
FLOW: A Robust Federated Learning Framework to Defend Against Model Poisoning Attacks in IoT	128
Fine-Grained Personalized Hierarchical Federated Learning Toward Heterogeneous Internet of Vehicles	126
Paired Swarm Optimized Relational Vector Learning for FDI Attack Detection in IoT-Aided Smart Grid	126
Toward the Random Multiaccess in SIoT: A Generalized-Deduplication-Based CRDSA Mechanism	125
Semantic-Based Channel State Information Feedback for AAV-Assisted ISAC Systems	124
IoT-Driven Facial Expression Recognition for Personalized Healthcare in Industry 5.0	124
A Joint Global–Local Network for Human Pose Estimation With Millimeter Wave Radar	122
UAV-Assisted Active Sparse Crowdsensing for Ground Signal Map Construction Based on 3-D Spatial–Temporal Correlation	122
Permutation-Based Short-Packet Transmissions Improve Secure URLLCs in the Internet of Things	121
Energy Minimization of RIS-Assisted Cooperative UAV–USV MEC Network	120
Incentive-Vacation Queueing for Edge Crowd Computing	120
UAV Dynamic Service Function Chains Deployment Based on Security Considerations: A Reinforcement Learning Method	119
Cell-Free Optimization Method for Downlink Integrated Satellite-Ground Networks	119
mmMotion: A Real-Time Human Motion Detection Smart Home System Based on mmWave Radar	118
EAGCN: An Efficient Adaptive Graph Convolutional Network for Item Recommendation in Social Internet of Things	118
Doppler-Division MIMO Radar-Based Target Detection for Edge Sensing Systems	117
Enhancing Malicious Activity Detection in IoT-Enabled Network and IoMT Systems Through Meta-Heuristic Optimization and Machine Learning	117
Make the Rocket Intelligent at IoT Edge: Stepwise GAN for Anomaly Detection of LRE With Multisource Fusion	116
Joint Device Selection and Power Control for Energy Sustainable RIS-NOMA-Enhanced Wireless IoT Networks	116
Direct Position Determination With a Moving Extended Nested Array by Spatial Sparsity	115
Holographic-Inspired Meta-Surfaces Exploiting Vortex Beams for Low-Interference Multipair IoT Communications: From Theory to Prototype	115
Quantum Secure Authentication Scheme for Internet of Medical Things Using Blockchain	115
Dual Photoplethysmography Pulse Wave Velocity-Based Blood Pressure Prediction for Wearable Healthcare Internet of Things	115
Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks	114
A Novel High-Precision and Low-Latency Abandoned Object Detection Method Under the Hybrid Cloud-Fog Computing Architecture	114
IoT and Fog-Computing-Based Predictive Maintenance Model for Effective Asset Management in Industry 4.0 Using Machine Learning	114
Hybrid NOMA-OMA Transmission Scheduling for Production Efficiency Maximization in Industrial Edge Computing Networks	113
Learning-Aided Joint Beam Divergence Angle and Power Optimization for Seamless and Energy-Efficient Underwater Optical Communication	111
The Security and Privacy of Mobile-Edge Computing: An Artificial Intelligence Perspective	110
Integrated Terrestrial-Wired and LEO Satellite With Offline Bidirectional Cooperation for 6G IoT Networks	110
Secure and Efficient Bloom-Filter-Based Image Search in Cloud-Based Internet of Things	110
Node Dynamic Localization and Prediction Algorithm for Internet of Underwater Things	109
UAV-Enabled Secure Data Collection and Energy Transfer in IoT via Diffusion-Model-Enhanced Deep Reinforcement Learning	109
An M-Ary Concentration-Shift Keying With Common Detection Thresholds for Multitransmitter Molecular Communication	108
Fault-Tolerant Mechanism for Edge-Based IoT Networks With Demand Uncertainty	108
Physical-Layer Security for Intelligent-Reflecting-Surface-Aided Wireless-Powered Communication Systems	107
Super Learner Ensemble for Anomaly Detection and Cyber-Risk Quantification in Industrial Control Systems	106
FCLLM-DT: Enpowering Federated Continual Learning With Large Language Models for Digital-Twin-Based Industrial IoT	106
A Fully Automated Intelligent Medicine Dispensary System Based on AIoT	106
Multi-TDOA Estimation and Source Direct Position Determination Based on Parallel Factor Analysis	106
An Efficient Aggregate Signature Scheme With Designated Verifier Based on the Schnorr Signature in Healthcare Wireless Sensor Networks	106
Efficient and Privacy-Preserving Blockchain-Based Multifactor Device Authentication Protocol for Cross-Domain IIoT	105
SeqBalance: Congestion-Aware Load Balancing With No Reordering in Data Center Networks	105
Blockchain-Based Anonymous Data Sharing With Accountability for Internet of Things	105
Next-Generation Internet of Things in Fintech Ecosystem	105
Countering Large-Scale Malicious Multiagent Systems by Consensus Breakdown Based on Critical Node Identification	104
Joint Quantum Reinforcement Learning and Neural Myerson Auction for High-Quality Digital-Twin Services in Multitier Networks	104
Timeliness of CSMA/CA-Based Wireless Networks With HARQ in the FBL Regime: Explicit Age Characterizations and Resource Allocation	104
MRDT: An Enhanced Multireceiver Secure Data Transmission Protocol for WBANs	103
Toward Context-Aware Federated Learning Assessment: A Reality Check	103
A Novel-Deep-Neural-Network-Architecture-Based GAN-DRANet for DOA Sensing With an Enhanced Performance in Low SNR	103
A Conditional Privacy-Preserving Efficient Authentication Scheme With Revocability for Wireless Body Area Networks	102
Codesigned Communication and Data Analytics for Condition-Based Maintenance in Smart Buildings	102
ZkRep: A Privacy-Preserving Scheme for Reputation-Based Blockchain System	102
Smart Grid Meets URLLC: A Federated Orchestration With Improved Communication for Efficient Energy Resources Management	101
Adaptive Policy Evaluation With Adjustable Step Sizes for Active Quarter-Vehicle Suspension Systems under IoT Environment	101
Prescribed Performance Optimal Consensus of MASs With Connectivity Preservation	100
Satellite Payload Noncooperative Tactical Communication Signal Monitoring: Dataset and IoT Edge Computing Method	100
AIoT-Enhanced Blockchain Framework for Hierarchical Access Control in Green Medical Supply Chain Systems	100
Mobility-Aware Semantic Offloading With NOMA in Edge-Enabled IoT Networks	100
Generative AI-Augmented Federated Learning for Vehicle Routing in Supply Chain Management With Human Resource Management and Low-Carbon Emission in IIoT	99
A PUF-Enhanced Fog-Enabled Hierarchical Authentication Protocol for Internet of Vehicles	99
A Credit Rate Round-robin (CRR) Scheduling to Avoid Priority Assignment for Real-time Networks	98
A Single-Fed Dual-Band Orthogonal Circularly Polarized Filtering Antenna for 5G-Enabled IoV Applications	98
AAV Air-to-Air Channel: Statistical Properties and Experimental Verification	98
PID Containment Control for Multi-Agent Systems With Multi-Rate Measurements Under Sensor Resolution Constraints	98
Charging Cost-Aware Fleet Management for Shared On-Demand Green Logistic System	97
Privacy-Preserving and Fault-Tolerant Aggregation of Time-Series Data With a Semi-Trusted Authority	97
Computed Tomography and 3-D Face Scan Fusion for IoT-Based Diagnostic Solutions	97
Joint Fairness and Power Optimization Under User Priority in NOMA Networks for IoT Applications	96

UPNC-MAC: A Collision-Aware and PD-NOMA-Enabled MAC Protocol for Distributed Underwater Acoustic Networks	96
Energy-Constrained Safe Path Planning for UAV-Assisted Data Collection of Mobile IoT Devices	96
EdgeCrypt Tracker: Object Tracking With Differential Encryption for IoAAV Surveillance	96
A Fast Consensus Algorithm of Large-Scale Heterogeneous Dynamic IoT Nodes for DAG-based Blockchain	96
Concurrent Rate-Adaptive Reading With Passive RFIDs	96
Multiple Access via Curriculum Multitask HAPPO Based on Dynamic Heterogeneous Wireless Network	96
Targeted Dissemination of Incident Information With Combinatorial Traffic-Communication Optimization	96
Enabling the Internet of Bodies Through Capacitive Body Channel Access Schemes	95
Toward Secure Localization in Randomly Deployed Wireless Networks	95
SenseMax: IoT-Based User Device Interaction Prediction with Complementary Masked Modeling and Contrastive Learning	95
Joint Sensing and Communication for mmWave VR in Metaverse: A Meta-Learning Approach	95
Resource Allocation in UAV-Enabled Wireless-Powered MEC Networks With Hybrid Passive and Active Communications	95
CRS: A Privacy-Preserving Two-Layered Distributed Machine Learning Framework for IoV	95
A Time-Efficient Protocol for Unknown Tag Identification in Large-Scale RFID Systems	95
Design of Noncoherent and Coherent Receivers for Chirp Spread Spectrum Systems	94
VirtElect: A Peer-to-Peer Trading Platform for Local Energy Transactions	93
FedCos: A Scene-Adaptive Enhancement for Federated Learning	93
Performance Evaluation of UAV-Aided Radio Frequency-UAC Relaying Systems	93
Channel Modelling of Sharding Blockchain-enabled Wireless Internet of Things for Next Generation Networks	93
Optimizing Low-Energy Carbon IIoT Systems With Quantum Algorithms: Performance Evaluation and Noise Robustness	93
Learning-Based Resource Allocation in Heterogeneous Ultradense Network	92
Reconfigurable Intelligent Surface Assisted Free Space Optical Information and Power Transfer	92
Learning-Based Reconfigurable-Intelligent-Surface-Aided Rate-Splitting Multiple Access Networks	91
An Efficient and Secure Lightweight Certificateless Hybrid Signcryption Scheme	91
Joint Sensing and Computation Incentive Mechanism for Mobile Crowdsensing Networks: A Multiagent Reinforcement Learning Approach	91
Early Forest Fire Detection and Localization Using UAV Bimodal Images	90
Bifurcation Dynamics, Amplitude–Frequency Characteristics of Hopfield Neural Network and Its Application	90
Enabling Lightweight Device Authentication in Message Queuing Telemetry Transport Protocol	90
Short-Term Load Forecasting Using AMI Data	90
Energy-Efficient Optimization for RIS-Aided MIMO Covert Communications	89
Near-Field Beam Focusing for Integrated Sensing and Communication Systems	89
A Swarm Formation Control System for AAV-Enabled Internet of Things With Hybrid Path Planning	89
On the Age of Information and Energy Efficiency in Cellular IoT Networks With Data Compression	88
MetaBP: A Meta-Learning Approach for Contact-Based Blood Pressure Measurement via Camera on Smart Devices	88
TANF–Trustworthy Adaptive Neural Framework for Reliable and Scalable 6G Internet of Things	87
Noise-Aware Ensemble Learning for Efficient Radar Modulation Recognition	87
Permutation Index Aided Multicarrier Differential Chaos Shift Keying Modulation	87
STL-Detector: Detecting City-Wide Ride-Sharing Cars via Self-Taught Learning	87
EAPDS: Efficient Auditable and Privacy-Preservation Data-Sharing Scheme Based on Attribute-Based Encryption for IoMT	87
A Home-Based Upper Limb Rehabilitation System via Cloud-Based Teleoperation and sEMG-Driven Bilateral Control	87
An Efficient NB-IoT Compatible GF-NOMA PHY Mechanism for mMTC	87
On-Demand Model and Client Deployment in Federated Learning With Deep Reinforcement Learning	86
Enhanced mmWave Radar Sound Sensing: A Passive Relay for Long-Range, Source-Independent Sound Acquisition	86
Mixture Survival Classification Neural Network for Power Failure Risk Prediction in Two-Wheel Shared Mobility	86
Universal Programmable Transfer Function Modeling Circuit Based on Memristors for PID Simulation Application	86
Machine-Learning-Based Performance Prediction for CDN Cache Groups in Meta Computing	86
A NOMA-Enhanced Two-Step RACH Procedure for Low-Latency Access in 5G Networks	85
A Fast Crash Reproduction Method for Android Applications Based on Widget Hierarchy Graphs	85
Performance Improvement in UAV Communication Systems With Uncertain Solar Energy Supply	85
Novel Response-Time Bounds of Typed DAG Tasks on Heterogeneous Multicores	84
Scalable Wi-Fi Fingerprinting Localization by Deep Similarity Network	84
TEGRAS: An Efficient Tegra Embedded GPU-Based RSA Acceleration Server	84
Universal and Efficient Adversarial Training Framework With Membership Inference Resistance	84
Front Cover	84
Performance Evaluation of Uplink Grant-Free Access Networks Based on Spreading-Based NOMA	84
Efficient Revocable Anonymous Authentication Mechanism for Edge Intelligent Controllers	84
AI-Empowered Multi-UAV and IRS Collaboration for Spectrum and Energy Optimization in B5G Networks	83
Energy-Efficient RIS-Assisted Co-Channel Interference Mitigation in ITSN	83
Data-Driven Task Offloading Method for Resource-Constrained Terminals via Unified Resource Model	83
VibMilk: Nonintrusive Milk Spoilage Detection via Smartphone Vibration	82
STAR-RIS-Empowered Heterogeneous Federated Edge Learning With Flexible Aggregation	82
Through Diverse Lenses: Multimodal Collaborative Perception for Indoor Scenes in Smart Home Systems	81
Interference Cancelation for Coexistence of LoRaWAN With Wireless Power Transfer	81
VSAFL: Verifiable and Secure Aggregation With (Poly) Logarithmic Overhead in Federated Learning	81
Digital-Twin-Based Satellite Orbit Prediction for Internet of Things Systems	81
Identification of Cellular Signal Measurements Using Extreme Learning Machine	81
Graph-Based Denoising for Respiration and Heart Rate Estimation During Sleep in Thermal Video	81
Tree Proof-of-Position Algorithms	81
Training Optimization for Subarray-Based IRS-Assisted MIMO Communications	81
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things	81
A Mutation Particle Swarm Optimization Method for Task Scheduling in Seismic Edge Networks	80
A Multilevel TDMA Approach for IoT Applications With WuR Support	80
A Multiplatform-Cooperation-Based Task Assignment Mechanism for Mobile Crowdsensing	80
Privacy-Preserving Multimodal Sentiment Analysis	80
WiWalk: Gait-Based Dual-User Identification Using WiFi Device	80
A Deep Reinforcement Learning-Based Multiobjective Charging Scheduling Method for Electric Vehicle Charging Station	80
Effective Chirp Modulation Communication System Design for LEO Satellite IoT	80
RSS-Based Visible Light Positioning Using Nonlinear Optimization	79
Incentive-Driven Task Allocation for Collaborative Edge Computing in Industrial Internet of Things	79
Priority-Based Load Balancing With Multiagent Deep Reinforcement Learning for Space–Air–Ground Integrated Network Slicing	79
Multiresolution Fusion Convolutional Network for Open Set Human Activity Recognition	79
Multi-UAV Trajectory Control, Resource Allocation, and NOMA User Pairing for Uplink Energy Minimization	79
Profit Maximizing Smart Manufacturing Over AI-Enabled Configurable Blockchains	79
Toward Privacy-Preserving Healthcare Monitoring Based on Time-Series Activities Over Cloud	79
GRNN-Based Detection of Eavesdropping Attacks in SWIPT-Enabled Smart Grid Wireless Sensor Networks	78
Practical Privacy-Preserving Scheme With Fault Tolerance for Smart Grids	78
Efficient Revocable Attribute-Based Encryption With Verifiable Data Integrity	77
Delay Minimization for NOMA-mmW Scheme-Based MEC Offloading	77
Achieving Privacy-Preserving Multitask Allocation for Mobile Crowdsensing	77
Nonuniform-Array-Based Integrated MIMO Communication and Positioning in Wireless Local Area Networks	77
Secure and Efficient Peer2Peer Authentication-Attestation Protocol for UAV Networks	77
Toward Data Collection and Transmission in 6G Space–Air–Ground Integrated Networks: Cooperative HAP and LEO Satellite Schemes	77
Joint Subcarrier and Transmission Power Allocation in OFDMA-Based WPT System for Mobile-Edge Computing in IoT Environment	76
Robust RF Fingerprint Extraction Based on Cyclic Shift Characteristic	76
RIS-Assisted Integration of Communications and Security: Protocol, Prototyping, and Field Trials	76