OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Consumer Electronics is 52. 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 2022-05-01 to 2026-05-01.)

Article	Citations
IEEE Consumer Technology Society Board of Governors	208
Enhancing Code Transformation in Large Language Models Through Retrieval-Augmented Fine-Tuning	205
Decision Fusion for Personalized Recommendation in Context-Aware Wireless Sensor Networks	184
Accelerating Huffman Encoding Using 512-Bit SIMD Instructions	151
Advances in Artificial Intelligence (AI) Enabled Vehicular Edge Computing (VEC) for Consumer Electronics	146
Operation History Estimation and Its Application to Multi-Degraded Image Restoration	118
Artificial Intelligence-Enabled Image Processing for Energy Optimization in Computer Vision Systems	118
TADM: Unified Pre-trained Framework for EEG-to-fNIRS Cross-Modal Generation in BCI Decoding	108
Poultry Health Monitoring With Advanced Imaging: Toward Next-Generation Agricultural Applications in Consumer Electronics	106
Remote Sensing Image Dehazing Based on Dual Attention Parallelism and Frequency Domain Selection Network	100
Intent-Driven Online Privacy Budget Allocation Under Adversarial AI Attacks	100
Standards-Compliant Zero Trust Framework-Based Software-Defined Perimeter (SDP) for Securing Residential IoT Networks	99
AGENT-DIFF-X: A Consumer-Adaptive Agentic Framework for Efficient and Explainable 3D Breast Tumor Segmentation on Edge Devices	98
EALLR: Energy-Aware Low-Latency Routing Data Driven Model in Mobile Edge Computing	97
Toward One-to-Many Respiration Monitoring via Dual-Mode Acoustic Signals	94
Hybrid Self-Attention-Based Human Activity Recognition Model for Consumer-Centric IoHT Devices	94
High-Frequency Transformer With Integrated SiC Devices for an Auxiliary Inductor-Free Dual Active Bridge DC/DC Converter	92
Blockchain-PUF Fusion for Privacy-Preserving Authentication against AI-enabled Attacks in Consumer IoT Systems	92
A VR-Based Robotic Teleoperation System With Haptic Feedback and Adaptive Collision Avoidance	92
A X-Ray Based Dual-Expert Detection Method for Automatic Welding Defect Inspection	84
Joint Beamforming and Resource Coordination for RIS-Aided ISAC over Secure LAWNs	84
An Adaptive-Gain Super-Twisting Position Observer for Grid-Interfaced SRM Water Pump	83
HDTwin-E5G: AI-Driven Digital Twin and Hybrid Deep Learning Framework for Energy-Efficient 5G Networks	81
INS/AOA Fusion for Dual-UAV Relative Positioning: An Asymptotically Efficient Closed-Form Solution	81
Federated-Learning-Based Dynamic Traffic Management for IoT-Enabled Smart Cities	80

IDR-GS: Identity-Driven Reconstruction via 3D Gaussian Splatting for Cloth-Changing Person Re-Identification	80
Edge Intelligence-Enabled Network Intrusion Detection in Compute First Networking	78
A Transfer Learning Method for Cross-Scenario Abnormal Running Posture Detection Based on Wearable Sensors	78
Smart City Healthcare: Non-Contact Human Respiratory Monitoring With WiFi-CSI	77
A Network Resource Slicing Method for Consumer Electronics Based on Holographic Counterpart Real Time Monitoring	74
Lightweight Infrared and Visible Image Fusion Technique: Guided Gradient Optimization Driven	74
A Hyperchaotic Image Hiding Scheme for Consumer Electronics Based on Enhanced Lagrange Interpolation and BCH Coding Optimization	73
Joint Task Offloading and Power Control Optimization for IoT-Enabled Smart Cities: An Energy-Efficient Coordination via Deep Reinforcement Learning	72
Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System	72
Emotion Recognition in Consumer Electronics Using Multimodal Deep Learning	64
BAN-ima: A Box Adaptive Network With Iterative Mixed Attention for Visual Tracking	64
SensoPUF: Securing Sensor Data using PUF for Lightweight Security	64
Enhancing Cancer Detection Capabilities in Medical Consumer Electronics Through Split Federated Learning and Deep Learning Optimization	63
A Secure Authentication Framework for Consumer Mobile Crowdsourcing Networks	62
Eco-Driving With Partial Wireless Charging Lane at Signalized Intersection: A Reinforcement Learning Approach	62
AGANet: Attention-Guided Generative Adversarial Network for Corn Hyperspectral Images Augmentation	62
Cross-Device Firmware Bug Detection in Deployed IoT Systems Based on Twisted-CodeBERT-GCN Semantic Learning	61
Wavelet-Based Frequency Feature Learning for Visible-Infrared Person Re-Identification	59
An Innovative Secure and Privacy-Preserving Federated Learning-Based Hybrid Deep Learning Model for Intrusion Detection in Internet-Enabled Wireless Sensor Networks	59
Quality Guided Metric Learning for Domain Adaptation Person Re-Identification	58
IEEE Consumer Technology Society	57
An Explainable, Digital-Twin-Assisted Paradigm for Self-Reconfiguring and Energy-Resilient Autonomous Transportation	56
Efficient Blockchain-Assisted Distributed Identity-Based Signature Scheme for Integrating Consumer Electronics in Metaverse	56
Incorporating contextual cross-attention into encoding-decoding architecture for single-image dehazing	55
End-to-End Multimedia Protection for Consumer-Centric Digital Twins via Blockchain and Hardware-Rooted Trust	54
Accurate Soft Switching Technique for Wireless Power Transfer System Based on State Trajectory Analysis	54
A Distributed and Robust Topology Control Scheme for Drone Swarm Networks	53