OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Sensors Journal is 73. 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 2020-11-01 to 2024-11-01.)

Article	Citations
A Review on Soft Sensors for Monitoring, Control, and Optimization of Industrial Processes	328
Unmanned Aerial Vehicles in Smart Agriculture: Applications, Requirements, and Challenges	304
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 Detection Using CT Imaging	295
Human Activity Recognition With Smartphone and Wearable Sensors Using Deep Learning Techniques: A Review	235
A Review of Deep Learning Models for Time Series Prediction	225
Applications, Deployments, and Integration of Internet of Drones (IoD): A Review	207
Sensor-Fault Detection, Isolation and Accommodation for Digital Twins via Modular Data-Driven Architecture	172
Challenges, Applications, and Future of Wireless Sensors in Internet of Things: A Review	154
Infrared Thermography-Based Fault Diagnosis of Induction Motor Bearings Using Machine Learning	153
Continuous Human Activity Classification From FMCW Radar With Bi-LSTM Networks	149
Wearable Sensors for Real-Time Kinematics Analysis in Sports: A Review	146
Smart Secure Sensing for IoT-Based Agriculture: Blockchain Perspective	143
Fault Diagnosis for Electrical Systems and Power Networks: A Review	143
Sensing Data Supported Traffic Flow Prediction via Denoising Schemes and ANN: A Comparison	140
Gold-Immobilized Photonic Crystal Fiber-Based SPR Biosensor for Detection of Malaria Disease in Human Body	138
Fault Diagnosis of Rolling Bearings Based on an Improved Stack Autoencoder and Support Vector Machine	132
Automated Vehicle Sideslip Angle Estimation Considering Signal Measurement Characteristic	129
Towards Precision Agriculture: IoT-Enabled Intelligent Irrigation Systems Using Deep Learning Neural Network	121
Plasmonic Biosensor With Gold and Titanium Dioxide Immobilized on Photonic Crystal Fiber for Blood Composition Detection	119
MEMS Gas Sensors: A Review	109
Multi-Object Detection and Tracking, Based on DNN, for Autonomous Vehicles: A Review	108
Singlemode-Multimode-Singlemode Fiber Structures for Sensing Applications—A Review	107
Deep ConvLSTM With Self-Attention for Human Activity Decoding Using Wearable Sensors	104
Layer-Wise Training Convolutional Neural Networks With Smaller Filters for Human Activity Recognition Using Wearable Sensors	104
Deep 3D Object Detection Networks Using LiDAR Data: A Review	103

Noninvasive Glucose Sensing in Aqueous Solutions Using an Active Split-Ring Resonator	102
Printed Carbon Nanotubes-Based Flexible Resistive Humidity Sensor	101
Artificial Intelligence-Based Sensors for Next Generation IoT Applications: A Review	100
Advances in Photonic Crystal Fiber-Based Sensor for Detection of Physical and Biochemical Parameters—A Review	97
Deep Learning for Patient-Independent Epileptic Seizure Prediction Using Scalp EEG Signals	97
Contactless Methods For Measuring Respiratory Rate: A Review	97
A Driving Fatigue Feature Detection Method Based on Multifractal Theory	95
Smart Irrigation System for Precision Agriculture—The AREThOU5A IoT Platform	94
Advances in Optical Fiber Sensors Based on Multimode Interference (MMI): A Review	90
Survey of Authentication and Privacy Schemes in Vehicular ad hoc Networks	89
Impedance and Noise of Passive and Active Dry EEG Electrodes: A Review	89
Soft Biomimetic Optical Tactile Sensing With the TacTip: A Review	89
Multi-Modal Sensor Fusion-Based Deep Neural Network for End-to-End Autonomous Driving With Scene Understanding	88
Piezoelectric MEMS Resonators: A Review	88
Design and Sensitivity Improvement of Microstructured-Core Photonic Crystal Fiber Based Sensor for Methane and Hydrogen Fluoride Detection	87
A Hybrid Posture Detection Framework: Integrating Machine Learning and Deep Neural Networks	86
Graphene Oxide/Multiwalled Carbon Nanotubes Assisted Serial Quadruple Tapered Structure-Based LSPR Sensor for Glucose Detection	86
AVNC: Attention-Based VGG-Style Network for COVID-19 Diagnosis by CBAM	86
A Novel NLOS Error Compensation Method Based IMU for UWB Indoor Positioning System	84
Stability of Metal Oxide Semiconductor Gas Sensors: A Review	84
Notice of Violation of IEEE Publication Principles: Grape Disease Detection Network Based on Multi-Task Learning and Attention Features	83
A BiGRU Autoencoder Remaining Useful Life Prediction Scheme With Attention Mechanism and Skip Connection	83
Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model	83
Data Analytics in Steady-State Visual Evoked Potential-Based Brain–Computer Interface: A Review	82
Improved Vehicle Localization Using On-Board Sensors and Vehicle Lateral Velocity	81
Polymer Optical Fiber Liquid Level Sensor: A Review	81
AgriSegNet: Deep Aerial Semantic Segmentation Framework for IoT-Assisted Precision Agriculture	81
Pedestrian Dead Reckoning With Wearable Sensors: A Systematic Review	80
Plasmon-Based Tapered-in-Tapered Fiber Structure for p-Cresol Detection: From Human Healthcare to Aquaculture Application	80
Feature Extraction Using Parameterized Multisynchrosqueezing Transform	80
Front Cover	80
RAMP-CNN: A Novel Neural Network for Enhanced Automotive Radar Object Recognition	80
Semi-Supervised Bearing Fault Diagnosis and Classification Using Variational Autoencoder-Based Deep Generative Models	79
Fusion of Multi-Sensor-Based Biomechanical Gait Analysis Using Vision and Wearable Sensor	79
Machine Learning for Microcontroller-Class Hardware: A Review	78
Non-Dispersive Infrared Gas Sensing Technology: A Review	77
Kalman Filter-Based Data Fusion of Wi-Fi RTT and PDR for Indoor Localization	77
A Novel Multivariate-Multiscale Approach for Computing EEG Spectral and Temporal Complexity for Human Emotion Recognition	76
Multi-Resident Non-Contact Vital Sign Monitoring Using Radar: A Review	76
Soil Sensors-Based Prediction System for Plant Diseases Using Exploratory Data Analysis and Machine Learning	75
PDCNNet: An Automatic Framework for the Detection of Parkinson’s Disease Using EEG Signals	75
SPR Based Biosensing Chip for COVID-19 Diagnosis—A Review	75
Technologies and Applications of Angle Sensors: A Review	74
A Theoretical Proposal for a Refractive Index and Angle Sensor Based on One-Dimensional Photonic Crystals	74
Recent Advances in Two-Dimensional Materials-Based Kretschmann Configuration for SPR Sensors: A Review	74
2D Materials-Based Fiber Optic SPR Biosensor for Cancer Detection at 1550 nm	73
Single-Frequency Amplitude-Modulation Sensor for Dielectric Characterization of Solids and Microfluidics	73
False-Alarm-Controllable Radar Detection for Marine Target Based on Multi Features Fusion via CNNs	73
Label-Free Biosensors Based on Long Period Fiber Gratings: A Review	73
Deep Learning Approach for Sparse Aperture ISAR Imaging and Autofocusing Based on Complex-Valued ADMM-Net	73