Sensor Systems and Software: 13th EAI International Conference, S-Cube 2022, Dalian, China, December 7-9, 2022, Proceedings (Lecture Notes of the ... and Telecommunications Engineering, 487)

✍ Scribed by Hamid Reza Karimi (editor), Ning Wang (editor)

• Publisher: Springer
• Year: 2023
• Tongue: English
• Leaves: 247
• Category: Library

✦ Synopsis

This book constitutes the proceedings of the 13^th International Conference on Sensor Systems and Software, S-Cube 2022, which was held in Dalian, China, in December 7-9, 2022.
The 16 revised full papers in this book were selected from 42 submissions and are organized in three thematic sessions on sensor technology for marine systems; resilience control systems; and applications.

✦ Table of Contents

Preface
Organization
Contents
Sensor Technology for Marine Systems
Way Points and Reference Speed Based Trajectory Generator for an Unmanned Surface Vehicle
1 Introduction
2 Problem Formulation
3 Trajectory Generation and Control Design
3.1 Trajectory Generation
3.2 Control Design
4 Simulation Studies
4.1 Performance on the TG
4.2 Performance on the Trajectory-Tracking Controller
5 Conclusions
References
Adaptive Channel Attention-Based Deformable Generative Adversarial Network for Underwater Image Enhancement
1 Introduction
2 Problem Formulation
3 ACADGAN Scheme
3.1 Adaptive Channel Attention
3.2 Deformable Convolution Network
3.3 Generative Adversarial Network
4 Experimental Studies and Comparisons
4.1 Quantitative Comparisons
4.2 Feature Expression Comparisons
5 Conclusion
References
Coordinate Attention and Transformer Neck-Based Marine Organism Detection
1 Introduction
1.1 Related Works
1.2 Contributions
2 CATNBOD Network Design
2.1 Model Backbone Network
2.2 Coordinate Attention Fusion Module
2.3 Swin Transformer Module
3 Experiments and Analysis
3.1 Experimental Environment and Data Set
3.2 Model Evaluation Metrics
3.3 Ablation Experiments
3.4 Image Detection Effect Analysis
4 Conclusions
References
Marine Vessel Detection in Sea Fog Environment Based on SSD
1 Introduction
2 Marine Vessel Detection Model
2.1 Image Processing Module
2.2 SSD Model and Optimization
3 Experiential Results and Analysis
3.1 Experimental Setups
3.2 Experimental Dataset
3.3 Evaluation Metrics
3.4 Statistical Characteristics-Based Anchors
3.5 Ablation Studies and Analysis
4 Conclusion
References
Sailboat Path Following Control Based on LOS with Sideslip Angle Observation and Finite-Time Backstepping
1 Introduction
2 Preliminaries and Problem Formulations
2.1 Preliminaries
2.2 Problem Formulations
3 Sideslip Angle Observation and Line-Of-Sight Guidance
4 Heading Control
4.1 Finite-Time Controller Design
4.2 Stability Analysis
5 Simulation Studies
6 Conclusion
References
Resilience Control Systems
An Improved Regression Partial Least Squares Method for Quality-Related Process Monitoring of Industrial Control Systems
1 Introduction
2 The Preparatory Work
3 The Proposed Method
4 Numerical Case Simulation
5 Conclusion
References
A Novel Stochastic Event-Based Feedback Watermark for Replay Attack Detection
1 Introduction
2 Problem Setup
2.1 2 Detector
2.2 Replay Attack and Physical Watermark
3 Stochastic Event-Based Feedback Physical Watermarks
4 Detection Performance
5 Numerical Example
6 Conclusion
References
A Cascade Finite-Time Nonlinear Extended State Observer for Active Disturbance Rejection Control
1 Introduction
2 Preliminaries
2.1 Standard ESO and Cascade ESO
2.2 Nonlinear ESO
3 Main Results
3.1 New Finite-Time NESO
3.2 New Cascade Finite-Time NESO for ADRC
3.3 Simulation and Verification
4 Application in Gas Turbine
5 Conclusion
References
Fixed-Time Disturbance Observer-Based Power Control of Wave Power Generation System
1 Introduction
2 Preliminaries and Problem Description
2.1 Lemma
2.2 Problem Description
3 Power Control System Design
3.1 Disturbance Observer Design
3.2 D-Axis Current Loop-Finite Time Controller
3.3 Q-Axis Current Loop - Backstepping Sliding Mode Controller
4 Stability Analysis
5 Simulation Studies
6 Conclusion
References
Disturbance Observer-Based Fast Fixed-Time Nonsingular Terminal Sliding-Mode Formation Control for Autonomous Underwater Vehicles
1 Introduction
2 Preliminaries and Problem Formulation
2.1 Preliminaries
2.2 Problem Formulation
3 Main Results
3.1 Fixed-Time Disturbance Observer Design and Analysis
3.2 Nonsingular Fast Fixed-Time Controller Design
4 Simulation Studies
5 Conclusion
References
Applications
A Deep Learning-Based Method for Drivers’ Shoe-Wearing Recognition
1 Introduction
1.1 A Subsection Sample
2 Pertinent Literature
2.1 Computer Vision-Based Driver’s Face Monitoring Method
2.2 Computer Vision-Based Driver’s Hands Monitoring Method
3 Experimental Principles
3.1 System Structure
3.2 Deep Learning Model
4 Experimental Method
4.1 Data Set Setting
4.2 Parameter Settings
4.3 Evaluation Standard
4.4 Experiment Effect
5 Summary and Outlook
5.1 Summary
5.2 Future Prospects
References
A Learning-Based Driving Style Classification Approach for Intelligent Vehicles
1 Introduction
2 Data
3 Methodology
3.1 K-means
3.2 K-medoids
4 Results and Discussion
4.1 Highway Road
4.2 Intersection Road
4.3 University Road
5 Conclusion
References
CADM: Confusion Model-Based Detection Method for Real-Drift in Chunk Data Stream
1 Introduction
2 Proposed Method
2.1 Motivation
2.2 Difference Measurement
2.3 Adaptive Threshold
2.4 Drift Detection
3 Experimental Analysis
3.1 Experimental Settings
3.2 Experimental Results
4 Conclusion
References
Research on Reading Comfort of Office Light Environment Based on Subjective Evaluation
1 Introduction
2 Experimental Design
2.1 Control Variables
2.2 Lighting Environment Design
2.3 The Experimental Method
3 Analysis of Experimental Data
3.1 Reliability Analysis
3.2 Data Summary
3.3 Correlation Analysis
3.4 The Analysis of Multiple Linear Regression
3.5 Analysis of Reading Efficiency
4 Conclusion
References
Illuminance Affecting Factors Analysis for Classroom Environments
1 Introduction
2 Classroom Environment Design
2.1 Build a Classroom Model
2.2 Lamps Selection
2.3 Judgment Criteria
3 Factors Affecting the Illuminance of Classroom Environment
3.1 Effect of Classroom Lamps Installation Height on Illumination
3.2 Influence of Classroom Lamps Distribution on Illuminance
3.3 The Influence of the Blackboard Lamps Spacing on the Illuminance
3.4 Effect of the Horizontal Distance Between the Blackboard Lamps and the Blackboard on the Illuminance
3.5 The Influence of Vertical Distance Between Blackboard Lamps and Upper Edge on Illumination
3.6 Effect of Blackboard Lamps Rotation Angle on Illuminance
4 Simulation Optimization Results
5 Conclusion
References
Virtual Simulation Measurement of Lamp Intensity Distribution Based on Near Field Goniophotometer
1 Introduction
2 Overall System Design
3 Simulation of Spatial Light Intensity Distribution Measurement
3.1 Near Field Measurement
3.2 Measurement of Virtual Light Power Distribution
3.3 Principle of Light Distribution Curve
4 Conclusion
References
Author Index