OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Consumer Electronics is 56. 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 2022-08-01 to 2026-08-01.)

Article	Citations
IEEE Consumer Technology Society Board of Governors	251
Decision Fusion for Personalized Recommendation in Context-Aware Wireless Sensor Networks	221
Advances in Artificial Intelligence (AI) Enabled Vehicular Edge Computing (VEC) for Consumer Electronics	204
Artificial Intelligence-Enabled Image Processing for Energy Optimization in Computer Vision Systems	171
Standards-Compliant Zero Trust Framework-Based Software-Defined Perimeter (SDP) for Securing Residential IoT Networks	156
BAN-ima: A Box Adaptive Network With Iterative Mixed Attention for Visual Tracking	133
Enhancing Cancer Detection Capabilities in Medical Consumer Electronics Through Split Federated Learning and Deep Learning Optimization	132
Cross-Device Firmware Bug Detection in Deployed IoT Systems Based on Twisted-CodeBERT-GCN Semantic Learning	131
IEEE Consumer Technology Society	115
IDR-GS: Identity-Driven Reconstruction via 3D Gaussian Splatting for Cloth-Changing Person Re-Identification	114
A Transfer Learning Method for Cross-Scenario Abnormal Running Posture Detection Based on Wearable Sensors	109
Lightweight Infrared and Visible Image Fusion Technique: Guided Gradient Optimization Driven	109
Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System	107
Optimizing Power Beacon Deployment in Battery-Less Wireless Sensor Networks for Transforming E-Commerce	106
Graph Attention Dialog Network-Based Drug Recommendation Model for Next-Gen Healthcare and Consumer-Centric Devices	106
A SAC-GHULSTM Algorithm for Consumer Robot Navigation in Complex Indoor Environments with Progressive Training	103
A X-Ray Based Dual-Expert Detection Method for Automatic Welding Defect Inspection	98
Energy-Efficient and Data-Optimized Federated Learning for Distributed On-Device Intelligence	98
Heterogeneous Workload-Based Consumer Resource Recommendation Model for Smart Cities: eHealth Edge–Cloud Connectivity Using Federated Split Learning	97
Det2Pose: Lightweight Visual Sensing and Computation Framework for 3D Perception in Consumer Autonomous Intelligent Systems	96
Eco-Driving With Partial Wireless Charging Lane at Signalized Intersection: A Reinforcement Learning Approach	96
A Multi-modal Iterative Guided Framework for Fake News Detection	95
Block-MariAuth: Blockchain and PUF Based Authentication Protocol for NTN Assisted Telemedicine Drones in Medical Healthcare 5.0	95
Split Learning-Enabled Framework for Secure and Lightweight Internet of Medical Things Systems	94
TCSC: Time-Consistent Synchronization and Completion for Bridging the Temporal Sim-to-Real Gap in Embodied Intelligence	89

A Multi-Kernel-Based Multi-View Deep Non-Negative Matrix Factorization for Enhanced Healthcare Data Clustering	87
Decentralized Resilient Synchronization for Cyber-Physical Microgrids with FDI Attacks and Uncertainties	87
Incorporating Contextual Cross-Attention Into Encoder–Decoder Architecture for Single-Image Dehazing	85
SensoPUF: Securing Sensor Data Using PUF for Lightweight Security	84
Accurate Soft-Switching Technique for Wireless Power Transfer System Based on State-Trajectory Analysis	82
AGENT-DIFF-X: A Consumer-Adaptive Agentic Framework for Efficient and Explainable 3-D Breast Tumor Segmentation on Edge Devices	79
An Explainable, Digital-Twin-Assisted Paradigm for Self-Reconfiguring and Energy-Resilient Autonomous Transportation	78
TADM: Unified Pre-Trained Framework for EEG-to-fNIRS Cross-Modal Generation in BCI Decoding	74
Controllable FrFT-Driven Y-Net for Cross-Modal Image Fusion Scenarios	73
Quality Guided Metric Learning for Domain Adaptation Person Re-Identification	72
Operation History Estimation and Its Application to Multi-Degraded Image Restoration	69
Intent-Driven Online Privacy Budget Allocation Under Adversarial AI Attacks	68
DrugBlock: An Advanced System to Secure Drug Supply Chain Using Internet of Things and Blockchain-Enabled Consumer Electronics	68
Federated-Learning-Based Dynamic Traffic Management for IoT-Enabled Smart Cities	67
Pneumonia Detection Using Asynchronous Split Learning Method	67
Joint Beamforming and Resource Coordination for RIS-Aided ISAC Over Secure LAWNs	66
High-Frequency Transformer With Integrated SiC Devices for an Auxiliary Inductor-Free Dual Active Bridge DC/DC Converter	66
INS/AOA Fusion for Dual-UAV Relative Positioning: An Asymptotically Efficient Closed-Form Solution	64
Edge Intelligence-Enabled Network Intrusion Detection in Compute First Networking	64
A Distributed and Robust Topology Control Scheme for Drone Swarm Networks	63
Meteorology-Driven Self-Correcting LLM Priors for Smart Grid Outage Prediction and Bayesian Fault-Chain Risk Analysis	63
Data Generation for Enhancing EEG-Based Emotion Recognition: Extracting Time-Invariant and Subject-Invariant Components With Contrastive Learning	62
A Holistic Optimization and Control Framework of Hydrogen and Battery-based Remote-Area Renewable Energy System with Grid Frequency Support	62
A Secure Authentication Framework for Consumer Mobile Crowdsourcing Networks	62
End-to-End Multimedia Protection for Consumer-Centric Digital Twins via Blockchain and Hardware-Rooted Trust	62
A Network Resource Slicing Method for Consumer Electronics Based on Holographic Counterpart Real Time Monitoring	61
Efficient Blockchain-Assisted Distributed Identity-Based Signature Scheme for Integrating Consumer Electronics in Metaverse	60
SNR-Enhanced Automatic Modulation Classification in Artificial Intelligence of Things for Consumer Electronics	60
HDTwin-E5G: AI-Driven Digital Twin and Hybrid Deep Learning Framework for Energy-Efficient 5G Networks	59
Solar PV-Based Enhanced EV Battery Charging Solution With SOSMCC Disturbance Observer for Seamless Grid Integration via SABCAF Control	56
Accelerating Huffman Encoding Using 512-Bit SIMD Instructions	56