OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Internet of Things Journal is 13. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Information for Authors	768
Profit Maximizing Smart Manufacturing Over AI-Enabled Configurable Blockchains	536
Information for authors	471
Table of contents	462
Front Cover	448
IEEE Internet of Things Journal Information for Authors	440
IEEE Internet of Things Journal Information for Authors	427
Table of Contents	416
Design of Noncoherent and Coherent Receivers for Chirp Spread Spectrum Systems	412
Energy-Efficient Optimization for RIS-Aided MIMO Covert Communications	344
Through Diverse Lenses: Multi-Modal Collaborative Perception for Indoor Scenes in Smart Home Systems	307
Universal and Efficient Adversarial Training Framework with Membership Inference Resistance	303
Multiagent Best Routing in High-Mobility Digital-Twin-Driven Internet of Vehicles (IoV)	297
Information-Entropy-Based Trajectory Planning for AUV-Aided Network Localization: A Reinforcement Learning Approach	293
Securing Distributed Network Digital Twin Systems Against Model Poisoning Attacks	292
Secrecy Outage Probability of Multiple-Input–Multiple-Output Secure Internet of Things Communication Systems	269
Secure and Efficient Peer2Peer Authentication-Attestation Protocol for UAV Networks	269
FLOW: A Robust Federated Learning Framework to Defend Against Model Poisoning Attacks in IoT	267
GRNN-Based Detection of Eavesdropping Attacks in SWIPT-Enabled Smart Grid Wireless Sensor Networks	261
Robust Spectrum Access Scheme Against Diverse Jamming Policies: A Prioritized Fictitious Rival-Play-Based Approach	258
Hybrid NOMA-OMA Transmission Scheduling for Production Efficiency Maximization in Industrial Edge Computing Networks	247
Diagnosis of Multiple Fundus Disorders Amidst a Scarcity of Medical Experts Via Self-Supervised Machine Learning	242
A Swarm Formation Control System for UAV-Enabled Internet of Things with Hybrid Path Planning	241
Integrated Terrestrial-Wired and LEO Satellite With Offline Bidirectional Cooperation for 6G IoT Networks	234
Pushing the Boundaries of High-Precision AoA Estimation With Enhanced Phase Estimation Protocol	234

LuxTrack: Activity Inference Attacks via Smartphone Ambient Light Sensors and Countermeasures	229
Oneshot Deep Reinforcement Learning Approach to Network Slicing for Autonomous IoT Systems	224
The Self-Detection Method of the Puppet Attack in Biometric Fingerprinting	217
An M-Ary Concentration-Shift Keying With Common Detection Thresholds for Multitransmitter Molecular Communication	217
An Efficient NB-IoT Compatible GF-NOMA PHY Mechanism for mMTC	216
Codesigned Communication and Data Analytics for Condition-Based Maintenance in Smart Buildings	215
WiWalk: Gait-Based Dual-User Identification Using WiFi Device	206
Digital-Twin-Driven Performance Assessment for IoT-Integrated Autonomous Driving Systems	205
VSAFL: Verifiable and Secure Aggregation With (Poly) Logarithmic Overhead in Federated Learning	201
Tree-Based Personalized Clustered Federated Learning: A Driver Stress Monitoring Through Physiological Data Case Study	199
Game-Theory-Inspired Novel Mechanism for Assessing Healthcare Quality	199
Performance Evaluation of Uplink Grant-Free Access Networks Based on Spreading-Based NOMA	198
GNN-Empowered Effective Partial Observation MARL Method for AoI Management in Multi-UAV Network	196
Scalable Wi-Fi Fingerprinting Localization by Deep Similarity Network	192
VibMilk: Nonintrusive Milk Spoilage Detection via Smartphone Vibration	192
Mixture Survival Classification Neural Network for Power Failure Risk Prediction in Two-Wheel Shared Mobility	188
Guest Editorial Special Issue on Blockchain-Enabled Internet of Things	187
Novel Power Control With Duplex Mode Selection Schemes in Two-Way IoT-Type Communication	186
Nonuniform-Array-Based Integrated MIMO Communication and Positioning in Wireless Local Area Networks	184
Pushing the Charging Distance Beyond Near Field by Antenna Design	184
V2V-Based Cooperative Control of Heterogeneous CAV Platoons: An Intelligent VO-IDA Approach	177
Learning-Based Reconfigurable-Intelligent-Surface-Aided Rate-Splitting Multiple Access Networks	177
Toward Secure Localization in Randomly Deployed Wireless Networks	174
UAV-Assisted Active Sparse Crowdsensing for Ground Signal Map Construction Based on 3-D Spatial–Temporal Correlation	169
Enhancing Cybersecurity for Industrial Control Systems: Innovations in Protecting PLC-Dependent Industrial Infrastructures	169
Rate-Convergence Tradeoff of Federated Learning Over Wireless Channels	164
Causal AI-Powered Event Interpretation: A Cause-and-Effect Discovery for Indoor Thermal Comfort Measurements	158
MASS: A Multiattribute Sketch Secure Data Sharing Scheme for IoT Wearable Medical Devices Based on Blockchain	156
Multiple Access via Curriculum Multitask HAPPO Based on Dynamic Heterogeneous Wireless Network	155
CEL: Cost-Aware Edge-Assisted Livecast via Optimization With Shapley Value	154
Reconfigurable Intelligent Surface Assisted Free Space Optical Information and Power Transfer	151
Direct Position Determination With a Moving Extended Nested Array by Spatial Sparsity	151
EarPrint: Earphone-Based Implicit User Authentication With Behavioral and Physiological Acoustics	148
A Spatiotemporal Detection and Tracing Framework for Human Contact Behavior Using Multicamera Sensors	146
Dual-Band MIMO Antenna Data Telemetry for Dual-Chamber Leadless Cardiac Pacing on Internet of Things Environment	146
Toward the Random Multiaccess in SIoT: A Generalized-Deduplication-Based CRDSA Mechanism	145
STL-Detector: Detecting City-Wide Ride-Sharing Cars via Self-Taught Learning	145
An Efficient Aggregate Signature Scheme With Designated Verifier Based on the Schnorr Signature in Healthcare Wireless Sensor Networks	145
Watermarking for Stable Diffusion Models	143
Special Issue on Knowledge- and Service-Oriented Industrial Internet of Things: Architectures, Challenges, and Methodologies	140
Delay Minimization for NOMA-mmW Scheme-Based MEC Offloading	140
Machine Learning Based Performance Prediction for CDN Cache Groups in Meta Computing	139
Automatic Image Annotation for Human Machine Interaction in Industrial IoT Flexible Manufacturing	139
Performance Evaluation of UAV-Aided Radio Frequency-UAC Relaying Systems	137
A Time-Efficient Protocol for Unknown Tag Identification in Large-Scale RFID Systems	136
Modeling the Offloading Scheme With Unreliable VM-Related Service for MEC Networks	134
Energy-Constrained Safe Path Planning for UAV-Assisted Data Collection of Mobile IoT Devices	134
Toward Privacy-Preserving Healthcare Monitoring Based on Time-Series Activities Over Cloud	133
Guest Editorial Special Issue on Information-Centric Wireless Sensor Networking (ICWSN) for IoT	133
Joint Fairness and Power Optimization Under User Priority in NOMA Networks for IoT Applications	132

Wireless Energy Sharing for Maximizing Lifetime of Linear Multihop Communications	132
Enabling the Internet of Bodies Through Capacitive Body Channel Access Schemes	131
UAV Dynamic Service Function Chains Deployment Based on Security Considerations: A Reinforcement Learning Method	130
Privacy-Preserving and Fault-Tolerant Aggregation of Time-Series Data With a Semi-Trusted Authority	130
Uncertainty-Aware Incremental Automatic Modulation Classification With Bayesian Neural Network	128
UAV-Enabled Secure Data Collection and Energy Transfer in IoT via Diffusion Model-Enhanced Deep Reinforcement Learning	128
Super Learner Ensemble for Anomaly Detection and Cyber-Risk Quantification in Industrial Control Systems	127
Dynamics in Coded Edge Computing for IoT: A Fractional Evolutionary Game Approach	127
Joint Uplink-and-Downlink Optimization of 3-D UAV Swarm Deployment for Wireless-Powered IoT Networks	127
Targeted Dissemination of Incident Information With Combinatorial Traffic-Communication Optimization	126
Cryptosystem for IoT Devices With Feedback Operation Modes Based on Shared Buffer and Unrolled-Pipeline Techniques	126
Concurrent Rate-Adaptive Reading With Passive RFIDs	125
Toward Crash-Free Autonomous Driving: Anomaly Detection and Control for Resilience to Stealthy Sensor Attacks	124
POMDP-Based Contention Resolution for Framed Slotted-ALOHA Protocol in Machine-Type Communications	124
Q-Learning-Based Routing Optimization Algorithm for Underwater Sensor Networks	124
Routing and Scheduling for Low Latency and Reliability in Time-Sensitive Software-Defined IIoT	124
Convex Optimization of Mutual Inductance Between Multiantiparallel Coils for Distance-Insensitive Wireless Charging of Air–Ground Robots	124
EPGQ: Efficient and Private Feature-Based Group Nearest Neighbor Query Over Road Networks	123
Hash Access in Blockchain Radio Access Networks: Characterization and Optimization	123
Joint Long-Term User Scheduling and Beamforming Design for Burst IIoT	122
Enabling Lightweight Device Authentication in Message Queuing Telemetry Transport Protocol	122
Clustered Scheduling and Communication Pipelining for Efficient Resource Management of Wireless Federated Learning	120
Analytical Modeling of Location and Contention Randomness for Node-Assisted WiFi Backscatter Communication	119
Mordo: Silent Command Recognition Through Lightweight Around-Ear Biosensors	119
A Multilevel TDMA Approach for IoT Applications With WuR Support	118
Learning-Based Resource Allocation in Heterogeneous Ultradense Network	118
An Efficient and Secure Lightweight Certificateless Hybrid Signcryption Scheme	118
Asynchronous Online Federated Learning With Reduced Communication Requirements	117
Certificateless Anonymous Signcryption Scheme With Provable Security in the Standard Model Suitable for Healthcare Wireless Sensor Networks	117
Toward Context-Aware Federated Learning Assessment: A Reality Check	116
H-V2X Mode 4 Adaptive Semipersistent Scheduling Control for Cooperative Internet of Vehicles	116
Multistate Constraint Multipath-Assisted Positioning and Mismatch Alleviation	116
ZkRep: A Privacy-Preserving Scheme for Reputation-Based Blockchain System	115
Hybrid LMMSE Transceiver Optimization for Distributed IoT Sensing Networks With Different Levels of Synchronization	115
Optimal Localization With Sequential Pseudorange Measurements for Moving Users in a Time-Division Broadcast Positioning System	115
Multiservice Function Chain Embedding With Delay Guarantee: A Game-Theoretical Approach	114
An Advanced GNU Radio Receiver of IEEE 802.15.4 OQPSK Physical Layer	112
Cooperative Spectrum Sensing for Internet of Things Using Modeling of Power-Spectral-Density Estimation Errors	111
Blockchain Security Using Merkle Hash Zero Correlation Distinguisher for the IoT in Smart Cities	110
Blockchain-Based Anonymous Data Sharing With Accountability for Internet of Things	110
Massive Unsourced Random Access Over Rician Fading Channels: Design, Analysis, and Optimization	109
Mixed-Criticality Industrial Data Scheduling on 5G NR	109
Fast and Secure Location-Based Services in Smart Cities on Outsourced Data	109
Energy-Aware Irregular Slotted Aloha Methods for Wireless-Powered IoT Networks	109
A Multilevel Biosensor-Based Epidemic Simulation Model for COVID-19	109
IEEE Internet of Things Journal Information for Authors	108
IEEE Internet of Things Journal Publication Information	107
IoT-to-the-Rescue: A Survey of IoT Solutions for COVID-19-Like Pandemics	107
FCLLM-DT: Enpowering Federated Continual Learning With Large Language Models for Digital-Twin-Based Industrial IoT	107
Dual Photoplethysmography Pulse Wave Velocity-Based Blood Pressure Prediction for Wearable Healthcare Internet of Things	106
Table of Contents	106
Intelligent Consensus Enhanced Spectrum Sharing in Heterogeneous Wireless Networks	104
Continuous Latent Adversarial Autoencoder: A Time-Sensitive Method for Incomplete Time-Series Modeling	104
Timeliness of CSMA/CA-Based Wireless Networks With HARQ in the FBL Regime: Explicit Age Characterizations and Resource Allocation	104
Optimization of Vehicular Edge Computing Under Time-Varying Fading Channels With Path Prediction	103
Data-Enhancement-Aided Protocol-Agnostic Transmitter Recognition for Open-Set in IoT	103
A Mutation Particle Swarm Optimization Method for Task Scheduling in Seismic Edge Networks	103
Reconfigurable Intelligent Surfaces Assisted 6G Communications for Internet of Everything	103
Node Dynamic Localization and Prediction Algorithm for Internet of Underwater Things	103
Rethinking Distributed Average Consensus for Wireless Networks: A Low-Cost Approach to Broadcast Probability Optimization	102
Semantic-Based Channel State Information Feedback for AAV-Assisted ISAC Systems	102
Effective Chirp Modulation Communication System Design for LEO Satellite IoT	101
Topology-Driven Attribute Recovery for Attribute Missing Graph Learning in Social Internet of Things	101
Identification of Cellular Signal Measurements Using Extreme Learning Machine	99
Tree Proof-of-Position Algorithms	99
IEEE Internet of Things Journal Publication Information	99
Joint Optimization of Signal Scheme and Vehicle Trajectories Based on Vehicular Delay Estimation Model	99
Joint Sensing and Communication for mmWave VR in Metaverse: A Meta-Learning Approach	98
RIS-Assisted Integration of Communications and Security: Protocol, Prototyping, and Field Trials	98
Joint Subcarrier and Transmission Power Allocation in OFDMA-Based WPT System for Mobile-Edge Computing in IoT Environment	97
Novel Response-Time Bounds of Typed DAG Tasks on Heterogeneous Multi-Cores	97
IEEE Internet of Things Journal Society Information	97
MRFE: A Deep-Learning-Based Multidimensional Radio Frequency Fingerprinting Enhancement Approach for IoT Device Identification	97
Optimized Impedance Control for Biped Robots in IUA Using Reinforcement Learning and Quadratic Programming	97
Table of Contents	97
IoTaaS: Drone-Based Internet of Things as a Service Framework for Smart Cities	97
Multi-TDOA Estimation and Source Direct Position Determination Based on Parallel Factor Analysis	97
Smartphone-Based Multimode Geomagnetic Matching/PDR Adaptive Fusion Positioning and Integrity Monitoring in a Variable Corridor Environment	97
Robust Finite-Time Formation Tracking Control of Multiple Nonholonomic Mobile Robots With Constraints on Velocities and Control Torques	96
Joint Quantum Reinforcement Learning and Neural Myerson Auction for High-Quality Digital-Twin Services in Multi-Tier Networks	96

Digital-Twin-Based Satellite Orbit Prediction for Internet of Things Systems	96
A Novel Deep Neural Network Architecture based GAN-DRANet for DOA Sensing With an Enhanced Performance in Low SNR	96
UPEGSim: An RL-Enabled Simulator for Unmanned Underwater Vehicles Dedicated in the Underwater Pursuit-Evasion Game	95
UAV-Aided Cellular Operation by User Offloading	95
Fine-grained Personalized Hierarchical Federated Learning towards Heterogeneous Internet of Vehicles	94
Distributed Feature Selection Considering Data Pricing Based on Edge Computing in Electricity Spot Markets	94
Energy Minimization of RIS-Assisted Cooperative UAV–USV MEC Network	94
Optimizing Low-Energy Carbon IIoT Systems With Quantum Algorithms: Performance Evaluation and Noise Robustness	93
ADS-Bpois: Poisoning Attacks Against Deep-Learning-Based Air Traffic ADS-B Unsupervised Anomaly Detection Models	93
Enhanced mmWave Radar Sound Sensing: A Passive Relay for Long-Range, Source-Independent Sound Acquisition	93
Assessing Membership Leakages via Task-Aligned Divergent Shadow Data Sets in Vehicular Road Cooperation	93
Federated Deep Reinforcement Learning for Task Offloading in MEC-Enabled Heterogeneous Networks	92
MetaBP: A Meta-Learning Approach for Contact-Based Blood Pressure Measurement via Camera on Smart Devices	92
Make the Rocket Intelligent at IoT Edge: Stepwise GAN for Anomaly Detection of LRE With Multisource Fusion	92
Protecting IoT-Enabled Healthcare Data at the Edge: Integrating Blockchain, AES, and Off-Chain Decentralized Storage	92
On the Age of Information and Energy Efficiency in Cellular IoT Networks With Data Compression	91
Interference Cancelation for Coexistence of LoRaWAN With Wireless Power Transfer	91
Analytic Modeling for Grant-Free Transmission in Cell-Free Massive MIMO: A Stochastic Geometry Approach	91
Data-Driven Task Offloading Method for Resource-Constrained Terminals via Unified Resource Model	90
Incentive-Vacation Queueing for Edge Crowd Computing	90
Permutation-Based Short-Packet Transmissions Improve Secure URLLCs in the Internet of Things	90
Incentive-Driven Task Allocation for Collaborative Edge Computing in Industrial Internet of Things	89
Energy-Aware Service Function Chain Embedding in Edge–Cloud Environments for IoT Applications	89
A Survey on Fingerprinting Technologies for Smartphones Based on Embedded Transducers	88
Adaptive Performance Modeling Framework for QoS-Aware Offloading in MEC-Based IIoT Systems	88
Advancements in RIS-Assisted UAV for Empowering Multiaccess Edge Computing: A Survey	88
Lightweight Trust Management Scheme Based on Blockchain in Resource-Constrained Intelligent IoT Systems	88
Distributed TDMA for Mobile UWB Network Localization	88
Modulation Classification of Active Attacks in Internet of Things: Lightweight MCBLDN With Spatial Transformer Network	87
CyTFS: Cyber-Twin Fog System for Delay-Efficient Task Offloading in 6G Mobile Networks	87
Hybrid Power Management System for LoRa Communication Using Renewable Energy	87
SCBS: A Short Certificate-Based Signature Scheme With Efficient Aggregation for Industrial-Internet-of-Things Environment	87
Periodic Collaboration and Real-Time Dispatch Using an Actor–Critic Framework for UAV Movement in Mobile Edge Computing	87
PCHGCN: Physically Constrained Higher-order Graph Convolutional Network for Pedestrian Trajectory Prediction	86
Multiresolution Fusion Convolutional Network for Open Set Human Activity Recognition	86
Privacy-Preserving Multimodal Sentiment Analysis	85
Online Identification and Temperature Tracking Control for Furnace System With a Single Slab and a Single Heater Over the Wirelessly Connected IoT Controller	85
Countering Large-Scale Malicious Multi-Agent Systems by Consensus Breakdown Based on Critical Node Identification	84
Enhancing Malicious Activity Detection in IoT-Enabled Network and IoMT Systems Through Meta-Heuristic Optimization and Machine Learning	84
Multi-Agent Deep Reinforcement Learning-Based Cooperative Perception and Computation in VEC	84
CAED: A Comprehensive Android Emulator Detection Framework with Data Augmentation	84
TANF–Trustworthy Adaptive Neural Framework for Reliable and Scalable 6G Internet of Things	84
The Security and Privacy of Mobile-Edge Computing: An Artificial Intelligence Perspective	83
Multi-UAV Trajectory Control, Resource Allocation, and NOMA User Pairing for Uplink Energy Minimization	83
Cell-Free Optimization Method for Downlink Integrated Satellite-Ground Netoworks	83
Robust RF Fingerprint Extraction Based on Cyclic Shift Characteristic	83
Multiobjective Optimized Deployment of Edge-Enabled Wireless Visual Sensor Networks for Target Coverage	83
TEGRAS: An Efficient Tegra Embedded GPU-Based RSA Acceleration Server	82
SeqBalance: Congestion-Aware Load Balancing With no Reordering in Data Center Networks	82
UAV Air-to-Air Channel: Statistical Properties and Experimental Verification	82
Modeling and Analysis of Stochastic Mobile-Edge Computing Wireless Networks	82
A Joint Global–Local Network for Human Pose Estimation With Millimeter Wave Radar	82
MRDT: An Enhanced Multi-Receiver Secure Data Transmission Protocol for WBANs	82
Efficient Revocable Anonymous Authentication Mechanism for Edge Intelligent Controllers	81
Paired Swarm Optimized Relational Vector Learning for FDI Attack Detection in IoT-Aided Smart Grid	81
A Low-Cost Low-Power LoRa Mesh Network for Large-Scale Environmental Sensing	81
Deep Reinforcement Learning for Trajectory Path Planning and Distributed Inference in Resource-Constrained UAV Swarms	80
A Novel High-Precision and Low-Latency Abandoned Object Detection Method Under the Hybrid Cloud-Fog Computing Architecture	80
Graph-Reinforcement-Learning-Based Dependency-Aware Microservice Deployment in Edge Computing	80
Efficient Revocable Attribute-Based Encryption With Verifiable Data Integrity	79
Graph-Based Denoising for Respiration and Heart Rate Estimation During Sleep in Thermal Video	79
Performance Improvement in UAV Communication Systems With Uncertain Solar Energy Supply	79
Learning-Aided Joint Beam Divergence Angle and Power Optimization for Seamless and Energy-Efficient Underwater Optical Communication	79
Toward Data Collection and Transmission in 6G Space–Air–Ground Integrated Networks: Cooperative HAP and LEO Satellite Schemes	79
An Explainable AutoML-Driven Meta-Learning Scheme for Intrusion Prevention in Zero-Touch Networks Within Carbon Intelligent IIoT	78
Holographic-Inspired Meta-Surfaces Exploiting Vortex Beams for Low-Interference Multipair IoT Communications: From Theory to Prototype	78
Near-Field Beam-Focusing for Integrated Sensing and Communication Systems	78
A Fully Automated Intelligent Medicine Dispensary System Based on AIoT	78
CRS: A Privacy-Preserving Two-Layered Distributed Machine Learning Framework for IoV	78
EAPDS: Efficient Auditable and Privacy-preservation Data Sharing Scheme Based on Attribute-Based Encryption for IoMT	78
Charging Cost-Aware Fleet Management for Shared On-Demand Green Logistic System	78
Smart Grid Meets URLLC: A Federated Orchestration With Improved Communication for Efficient Energy Resources Management	77
3-D Indoor Positioning Based on Passive Radio Frequency Signal Strength Distribution	77
Training Optimization for Subarray-Based IRS-Assisted MIMO Communications	77
Blockchain-Aided Anonymous Traceable and Revocable Access Control Scheme With Dynamic Policy Updating for the Cloud IoT	77
Bifurcation Dynamics, Amplitude-Frequency Characteristics of Hopfield Neural Network and its Application	77
Front Cover	77
Federated Graph Learning via Constructing and Sharing Feature Spaces for Cross-Domain IoT	77
A Fast Crash Reproduction Method for Android Applications Based on Widget Hierarchy Graphs	76
Practical Privacy-Preserving Scheme With Fault Tolerance for Smart Grids	76
Achieving Privacy-Preserving Multitask Allocation for Mobile Crowdsensing	76
On-Demand Model and Client Deployment in Federated Learning with Deep Reinforcement Learning	76
Mobile Feature Enhanced High-Accuracy Positioning Based on Carrier Phase and Bayesian Estimation	76
Fault-Tolerant Mechanism for Edge-Based IoT Networks With Demand Uncertainty	75
An Energy-Efficient Routing Scheduling Based on Fuzzy Ranking Scheme for Internet of Things	75
GreenTrust: Trust Assessment Using Ensemble Learning in Internet of Microgrid Things	75
CT PUF: Configurable Tristate PUF Against Machine Learning Attacks for IoT Security	74
A Survey on Cyber–Physical Systems Security	74
Next-Generation Internet of Things in Fintech Ecosystem	74
Secure and Efficient Bloom-Filter-Based Image Search in Cloud-Based Internet of Things	74
DLP: Achieve Customizable Location Privacy With Deceptive Dummy Techniques in LBS Applications	74
Privacy-Preserving Intelligent Intent-Based Network Slicing for IoT Systems	74
Detection of False-Reading Attacks in Smart Grid Net-Metering System	74
VirtElect: A Peer-to-Peer Trading Platform for Local Energy Transactions	74
Collaborative Intrusion Detection Approach Based on Blockchain in Internet of Vehicles	74