| # | Title | Journal | Year | Citations |
|---|
| 1 | Metal Oxide Gas Sensors: Sensitivity and Influencing Factors | Sensors | 2010 | 2,177 |
| 2 | Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition | Sensors | 2016 | 1,679 |
| 3 | Wearable Electronics and Smart Textiles: A Critical Review | Sensors | 2014 | 1,625 |
| 4 | Electrochemical Biosensors - Sensor Principles and Architectures | Sensors | 2008 | 1,607 |
| 5 | Brain Computer Interfaces, a Review | Sensors | 2012 | 1,588 |
| 6 | Machine Learning in Agriculture: A Review | Sensors | 2018 | 1,392 |
| 7 | Accuracy and Resolution of Kinect Depth Data for Indoor Mapping Applications | Sensors | 2012 | 1,386 |
| 8 | SECOND: Sparsely Embedded Convolutional Detection | Sensors | 2018 | 1,376 |
| 9 | Gas Sensors Based on Conducting Polymers | Sensors | 2007 | 1,323 |
| 10 | Instantaneous Real-Time Kinematic Decimeter-Level Positioning with BeiDou Triple-Frequency Signals over Medium Baselines | Sensors | 2016 | 1,274 |
| 11 | A Unified Framework for Street-View Panorama Stitching | Sensors | 2017 | 1,255 |
| 12 | Metal Oxide Semi-Conductor Gas Sensors in Environmental Monitoring | Sensors | 2010 | 1,184 |
| 13 | An Implantable Wireless Neural Interface System for Simultaneous Recording and Stimulation of Peripheral Nerve with a Single Cuff Electrode | Sensors | 2018 | 1,141 |
| 14 | A Survey on Gas Sensing Technology | Sensors | 2012 | 1,116 |
| 15 | Recent Progress in Distributed Fiber Optic Sensors | Sensors | 2012 | 1,026 |
| 16 | A Study of LoRa: Long Range & Low Power Networks for the Internet of Things | Sensors | 2016 | 1,007 |
| 17 | Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction | Sensors | 2017 | 978 |
| 18 | Metal Oxide Nanostructures and Their Gas Sensing Properties: A Review | Sensors | 2012 | 938 |
| 19 | Humidity Sensors Principle, Mechanism, and Fabrication Technologies: A Comprehensive Review | Sensors | 2014 | 919 |
| 20 | Surface Plasmon Resonance: A Versatile Technique for Biosensor Applications | Sensors | 2015 | 917 |
| 21 | A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals | Sensors | 2017 | 894 |
| 22 | A Robust Deep-Learning-Based Detector for Real-Time Tomato Plant Diseases and Pests Recognition | Sensors | 2017 | 875 |
| 23 | Applications and Advances in Electronic-Nose Technologies | Sensors | 2009 | 871 |
| 24 | Gait Analysis Using Wearable Sensors | Sensors | 2012 | 861 |
| 25 | Glucose Biosensors: An Overview of Use in Clinical Practice | Sensors | 2010 | 831 |
| 26 | Wearable Sensors for Remote Health Monitoring | Sensors | 2017 | 813 |
| 27 | A Review of Accelerometry-Based Wearable Motion Detectors for Physical Activity Monitoring | Sensors | 2010 | 808 |
| 28 | Non-Destructive Techniques Based on Eddy Current Testing | Sensors | 2011 | 805 |
| 29 | Non-Intrusive Load Monitoring Approaches for Disaggregated Energy Sensing: A Survey | Sensors | 2012 | 801 |
| 30 | Gait Analysis Methods: An Overview of Wearable and Non-Wearable Systems, Highlighting Clinical Applications | Sensors | 2014 | 796 |
| 31 | A Review of Imaging Techniques for Plant Phenotyping | Sensors | 2014 | 785 |
| 32 | Analysis of the Accuracy and Robustness of the Leap Motion Controller | Sensors | 2013 | 758 |
| 33 | Ultra Wideband Indoor Positioning Technologies: Analysis and Recent Advances | Sensors | 2016 | 737 |
| 34 | A Comprehensive Review of Glucose Biosensors Based on Nanostructured Metal-Oxides | Sensors | 2010 | 718 |
| 35 | DeepFruits: A Fruit Detection System Using Deep Neural Networks | Sensors | 2016 | 717 |
| 36 | Multiple Applications of Alamar Blue as an Indicator of Metabolic Function and Cellular Health in Cell Viability Bioassays | Sensors | 2012 | 706 |
| 37 | Sii-Mobility: An IoT/IoE Architecture to Enhance Smart City Mobility and Transportation Services | Sensors | 2019 | 695 |
| 38 | A Comprehensive Review of Semiconductor Ultraviolet Photodetectors: From Thin Film to One-Dimensional Nanostructures | Sensors | 2013 | 675 |
| 39 | Overview and Evaluation of Bluetooth Low Energy: An Emerging Low-Power Wireless Technology | Sensors | 2012 | 673 |
| 40 | A Review on Biosensors and Recent Development of Nanostructured Materials-Enabled Biosensors | Sensors | 2021 | 672 |
| 41 | Infrared Thermography for Temperature Measurement and Non-Destructive Testing | Sensors | 2014 | 662 |
| 42 | Review on Hydrogel-based pH Sensors and Microsensors | Sensors | 2008 | 659 |
| 43 | Surface Electromyography Signal Processing and Classification Techniques | Sensors | 2013 | 643 |
| 44 | Progress in the Development of CdTe and CdZnTe Semiconductor Radiation Detectors for Astrophysical and Medical Applications | Sensors | 2009 | 642 |
| 45 | Aptamers and Their Biological Applications | Sensors | 2012 | 631 |
| 46 | Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery | Sensors | 2018 | 627 |
| 47 | A Review of Current Methodologies for Regional Evapotranspiration Estimation from Remotely Sensed Data | Sensors | 2009 | 626 |
| 48 | Machine Learning Methods for Classifying Human Physical Activity from On-Body Accelerometers | Sensors | 2010 | 624 |
| 49 | Fiber Bragg Grating Sensors for Harsh Environments | Sensors | 2012 | 620 |
| 50 | IMU-Based Joint Angle Measurement for Gait Analysis | Sensors | 2014 | 617 |
