IEEE Consumer Electronics Magazine

Article	Citations
Efficient and Privacy-Preserving Medical Research Support Platform Against COVID-19: A Blockchain-Based Approach	95
EasyBand: A Wearable for Safety-Aware Mobility During Pandemic Outbreak	90
Preserving Data Privacy via Federated Learning: Challenges and Solutions	82
Secure and Resilient Artificial Intelligence of Things: A HoneyNet Approach for Threat Detection and Situational Awareness	77
Free Space Optics for Next-Generation Satellite Networks	66
Behind COVID-19 Contact Trace Apps: The Google–Apple Partnership	63
COVID-19 Contact Trace App Deployments: Learnings From Australia and Singapore	62
Deep-Learning-Empowered Digital Forensics for Edge Consumer Electronics in 5G HetNets	58
Light-Edge: A Lightweight Authentication Protocol for IoT Devices in an Edge-Cloud Environment	52
Secure-Enhanced Federated Learning for AI-Empowered Electric Vehicle Energy Prediction	49
MyGreen: An IoT-Enabled Smart Greenhouse for Sustainable Agriculture	47
Machine Learning Based Solutions for Real-Time Stress Monitoring	45
Toward the Internet of Underwater Things: Recent Developments and Future Challenges	41
A New 5G eHealth Architecture Based on Optical Camera Communication: An Overview, Prospects, and Applications	40
Blockchain-Based Medical Certificate Generation and Verification for IoT-Based Healthcare Systems	38
Energy Perspectives in IoT Driven Smart Villages and Smart Cities	34
Collaborative Edge Computing for Smart Villages [Energy and Security]	33
Smart Sensing for Agriculture: Applications, Advancements, and Challenges	33
Blockchain-Based Energy Trading in Electric-Vehicle-Enabled Microgrids	32
Toward a Secure and Resilient All-Renewable Energy Grid for Smart Cities	32
GlobeChain: An Interoperable Blockchain for Global Sharing of Healthcare Data—A COVID-19 Perspective	30
Integrating Digital Twin and Advanced Intelligent Technologies to Realize the Metaverse	30
IoT-Driven Artificial Intelligence Technique for Fertilizer Recommendation Model	29
How Blockchain, Virtual Reality, and Augmented Reality are Converging, and Why	29
Artificially Intelligent Electronic Money	29

Architecture, Classification, and Applications of Contemporary Unmanned Aerial Vehicles	29
Secure Crowdsensing in 5G Internet of Vehicles: When Deep Reinforcement Learning Meets Blockchain	29
Novel MEC Based Approaches for Smart Hospitals to Combat COVID-19 Pandemic	28
BioSec: A Biometric Authentication Framework for Secure and Private Communication Among Edge Devices in IoT and Industry 4.0	28
Versatile Video Coding Standard: A Review From Coding Tools to Consumers Deployment	28
Roadmap for Cybersecurity in Autonomous Vehicles	27
Metaverse in Healthcare: Applications, Challenges, and Future Directions	27
BIIoVT: Blockchain-Based Secure Storage Architecture for Intelligent Internet of Vehicular Things	26
AI-Enabled Blockchain-Based Access Control for Malicious Attacks Detection and Mitigation in IoE	25
Digital Twins for Healthcare 4.0—Recent Advances, Architecture, and Open Challenges	24
P-MEC: Polynomial Congruence-Based Multimedia Encryption Technique Over Cloud	24
Social Robots in Special Education: Creating Dynamic Interactions for Optimal Experience	24
When Do We Need the Blockchain?	23
A Smart Mask for Active Defense Against Coronaviruses and Other Airborne Pathogens	23
Security in Edge-Centric Intelligent Internet of Vehicles: Issues and Remedies	23
FarmFox: A Quad-Sensor-Based IoT Box for Precision Agriculture	22
Lightweight Deep Learning: An Overview	22
AEchain: A Lightweight Blockchain for IoT Applications	22
Secure, Privacy Preserving, and Verifiable Federating Learning Using Blockchain for Internet of Vehicles	21
Smart Healthcare for Diabetes During COVID-19	21
VESPA: A Framework for Optimizing Heterogeneous Sensor Placement and Orientation for Autonomous Vehicles	20
Internet-of-Things-Enabled SmartVillages: An Overview	20
On the Role of Futuristic Technologies in Securing UAV-Supported Autonomous Vehicles	20
Designing a Smart Honey Supply Chain for Sustainable Development	20
LTE IoT Technology Enhancements and Case Studies	19
Wearable Smart Health Advisors: An IMU-Enabled Posture Monitor	17
Traffic Light Detection in Autonomous Driving Systems	16
NAHAP: PUF-Based Three Factor Authentication System for Internet of Medical Things	16
Piezoelectric-Based Insole Force Sensing for Gait Analysis in the Internet of Health Things	16
FedLearnSP: Preserving Privacy and Security Using Federated Learning and Edge Computing	16
Blacklist vs. Whitelist-Based Ransomware Solutions	16
WeDoShare: A Ridesharing Framework in Transportation Cyber-Physical System for Sustainable Mobility in Smart Cities	16
Human Electromagnetic Field Exposure in 5G at 28 GHz	16
Preventing COVID-19 Spread Using Information and Communication Technology	15
Everything You Wanted to Know About Continuous Glucose Monitoring	15
Memristor-Based Hierarchical Attention Network for Multimodal Affective Computing in Mental Health Monitoring	15
BPAF: Blockchain-Enabled Reliable and Privacy-Preserving Authentication for Fog-Based IoT Devices	15
A Brain–Computer Interface Framework Based on Compressive Sensing and Deep Learning	14
Security, Trust, and Privacy for the Internet of Vehicles: A Deep Learning Approach	14
Opportunities and Challenges of Tangible XR Applications for 5G Networks and Beyond	14
A Blockchain-Based P2P Transaction Method and Sensitive Data Encoding for E-Commerce Transactions	14
Cryptocurrency Solutions to Enable Micropayments in Consumer IoT	13
NFTs For 3D Models: Sustaining Ownership In Industry 4.0	13
NFTs in Healthcare: Vision, Opportunities, and Challenges	13
Mixed-Reality Robotic Games: Design Guidelines for Effective Entertainment With Consumer Robots	13
Deep Learning-Based Intrusion Detection System for Internet of Vehicles	12
A Low-Cost Wireless Multichannel Surface EMG Acquisition System	12
Augmenting Cybersecurity in Autonomous Vehicles: Innovative Recommendations for Aspiring Entrepreneurs	12
Private Blockchain-Based AI-Envisioned Home Monitoring Framework in IoMT-Enabled COVID-19 Environment	11
Smart Emotion Recognition Framework: A Secured IoVT Perspective	11

A Privacy-Preserved and Cost-Efficient Control Scheme for Coronavirus Outbreak Using Call Data Record and Contact Tracing	11
Decentralized Video Input Authentication as an Edge Service for Smart Cities	11
AI-Biometric-Driven Smartphone App for Strict Post-COVID Home Quarantine Management	11
Cybersecurity Issues in AI	11
Securing Clustered Edge Intelligence With Blockchain	11
Sema-IIoVT: Emergent Semantic-Based Trustworthy Information-Centric Fog System and Testbed for Intelligent Internet of Vehicles	11
Development of a Mimic Robot—Learning From Demonstration Incorporating Object Detection and Multiaction Recognition	11
Smart Station Search Assistance for Electric Vehicle—A Step Toward Smart City	10
AI-Powered Home Electrical Appliances as Enabler of Demand-Side Flexibility	10
Large Area Pressure Sensor for Smart Floor Sensor Applications—An Occupancy Limiting Technology to Combat Social Distancing	10
3D Object Detection Based on Proposal Generation Network Utilizing Monocular Images	10
A Design of Smart Unmanned Vending Machine for New Retail Based on Binocular Camera and Machine Vision	10
Development of a Cost-Effective IoT-Based Weather Monitoring System	10
A Defense Mechanism Against Replay Attack in Remote Keyless Entry Systems Using Timestamping and XOR Logic	10
A Trusted Hybrid Learning Approach to Secure Edge Computing	10
Mitigations on Sybil-Based Double-Spend Attacks in Bitcoin	10
A Smart Energy Hub for Smart Cities: Enabling Peer-to-Peer Energy Sharing and Trading	9
Smart Water-Meter Wireless Transmission System for Smart Cities	9
The State of IoT Security: Unequivocal Appeal to Cybercriminals, Onerous to Defenders	9
Blockchain for Cybersecurity in Edge Networks	9
Reputation-Based Miner Node Selection in Blockchain-Based Vehicular Edge Computing	9
Fog Intelligence for Secure Smart Villages: Architecture and Future Challenges	9
High-Performance Hardware Design of Block LMS Adaptive Noise Canceller for In-Ear Headphones	9
Artificial Intelligence in Consumer Electronics	9
NFTs in Smart Cities: Vision, Applications, and Challenges	8
An IoT Based Smart Irrigation System	8
Impact of COVID-19 on the Consumer Electronics Market	8
Deep Learning for Consumer Devices and Services 4—A Review of Learnable Data Augmentation Strategies for Improved Training of Deep Neural Networks	8
Mobile Application Processors: Techniques for Software Power-Performance Optimization	8
Distributed Cloud Computing: Architecture, Enabling Technologies, and Open Challenges	8
Reliable IoT Data Management Platform Based on Real-World Cooperation Through Blockchain	8
iYogacare: Real-Time Yoga Recognition and Self-Correction for Smart Healthcare	7
Emergency Department Return Prediction System Using Blood Samples With LightGBM for Smart Health Care Services	7
Learning From Smart Home Data: Methods and Challenges of Data Acquisition and Analysis in Smart Home Solutions	7
An Integrated TRNG-PUF Architecture Based on Photovoltaic Solar Cells	7
PIM: A PUF-Based Host Tracking Protocol for Privacy Aware Contact Tracing in Crowded Areas	7
Deep Learning for Consumer Devices and Services 3—Getting More From Your Datasets With Data Augmentation	7
DNN Migration in IoTs: Emerging Technologies, Current Challenges, and Open Research Directions	7
Juice Recipe Recommendation System Using Machine Learning in MEC Environment	7
Crowd Size Estimation Using CommSense Instrument for COVID-19 Echo Period	7
Unsupervised Deep Learning Approach for In-Vehicle Intrusion Detection System	7
Emerging Directions for Blockchainized 6G	7
Toward Privacy Protection Composition Framework on Internet of Vehicles	7
Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars	7
Advances in Transportation Cyber-Physical System (T-CPS)	7
Adversarial Attack: A New Threat to Smart Devices and How to Defend It	7
WATERSensing: A Smart Warning System for Natural Disasters in Spain	7
AI-based Intrusion Detection for Intelligence Internet of Vehicles	7
Federated Learning	7
Age Appropriate Digital Services for Young People: Major Reforms	7
An Incremental Learning of YOLOv3 Without Catastrophic Forgetting for Smart City Applications	6
Consumer Electronic Devices: Evolution and Edge Security Solutions	6
Consumer Technology-Based Solutions for COVID-19	6
Personality is to a Conversational Agent What Perfume is to a Flower	6
Blockchain-Enabled Data-Sharing Scheme for Consumer IoT Applications	6
DRAM-Based Authentication Using Deep Convolutional Neural Networks	6
Privacy-Preserving Deep Reinforcement Learning in Vehicle Ad Hoc Networks	6
Toward Blockchain for Intelligent Systems	6
DewDrone: Dew Computing for Internet of Drone Things	6
Humans in the Loop: Cybersecurity Aspects in the Consumer IoT Context	6
RR-LADP: A Privacy-Enhanced Federated Learning Scheme for Internet of Everything	6
Moving Toward 5G: Significance, Differences, and Impact on Quality of Experience	6
Reverse Engineering Controller Area Network Messages Using Unsupervised Machine Learning	6
Proposing a Secure Self-Fining Vehicle Using Blockchain and Vehicular Edge Computing	5
Trust Issues in Microelectronics: The Concerns and the Countermeasures	5
Toward Blue Skies: City-Scale Air Pollution Monitoring Using UAVs	5
Smart Home Integration With External IoT Device Platforms and Services	5
Can We Replace Real-World With Synthetic Data in Deep Learning-Based ADAS Algorithm Development?	5
Cybersecurity Digital Labels for Connected and Autonomous Vehicles	5
Ethernet TCP/IP-Based Audio Interface for DSP System Verification	5
Generation of Panoramic Images by Two Hemispherical Cameras Independent of Installation Location	5
Healthcare Cyber-Physical System is More Important Than Before	5
Task Incremental Learning With Static Memory for Audio Classification Without Catastrophic Interference	5
A Reverse Hash Chain Path-Based Access Control Scheme for a Connected Smart Home System	5
Decentralized ME-Centric Framework—A Futuristic Architecture for Consumer IoT	5
Secure and Resilient Swarms: Autonomous Decentralized Lightweight UAVs to the Rescue	5
Assigning Trust to Devices in the Context of Consumer IoT Applications	5
Adaptive Temporal Frame Interpolation Algorithm for Frame Rate Up-Conversion	5
Intrusion Detection System-Based Security Mechanism for Vehicular Ad-Hoc Networks for Industrial IoT	5
Can IoMT Help to Prevent the Spreading of New Coronavirus?	5

Fetus Heart Rate Monitoring: A Preliminary Research Study With Remote Sensing	5
Personal Internet of Things (PIoT): What Is It Exactly?	5
Interacting With New York City Data by HoloLens Through Remote Rendering	5
Pasteables: A Flexible and Smart "Stick-and-Peel'' Wearable Platform for Fitness & Athletics	5
Connectivity Challenges in Automotive Solutions	4
Making Buildings Smarter and Energy-Efficient—Using the Internet of Things Platform	4
Fast Monocular Visual Odometry for Augmented Reality on Smartphones	4
An Introduction to Deep Learning Research for Alzheimer’s Disease	4
Securing Fuzzy Vault Enabled Authentication in Body Area Networks-Based Smart Healthcare	4
GrowFruit: An IoT-Based Radial Growth Rate Monitoring Device for Fruit	4
PLDD—A Deep Learning-Based Plant Leaf Disease Detection	4
Contract-Theory-Based Secure Spectrum Sharing Framework in Internet of Vehicles	4
Intelligent Sports Prediction Analysis System Based on Edge Computing of Particle Swarm Optimization Algorithm	4
Message Integrity and Authenticity in Secure CAN	4
Segmentation Masks for the Mini-Mammographic Image Analysis Society (mini-MIAS) Database	4
Internet of Cross-Chains: Model-Driven Cross-Chain as a Service Platform for the Internet of Everything in Smart City	4
Post COVID-19 Thoughts: Controversies and Merits of the Technology Progress	4
Machine Learning for End Consumers	4
Task Scheduling Strategy for Heterogeneous Multicore Systems	4
Hardware–Software Co-Design Framework for Data Encryption in Image Processing Systems for the Internet of Things Environment	4