Safety, security, and reliability of robotic systems algorithms, applications, and technologies
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Weitere Verfasser: | , |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press
2021
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Ausgabe: | First edition |
Schlagworte: | |
Online-Zugang: | DE-1050 DE-91 |
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Inhaltsangabe:
- Cover
- Half Title
- Title Page
- Copyright Page
- Dedication
- Table of Contents
- Preface
- Acknowledgment
- Editors
- Contributors
- 1 The Evolution of Robotic Systems: Overview and its Application in Modern Times
- 1.1 Introduction
- 1.2 Robotic Systems
- 1.3 Computational Vision in Robotics
- 1.4 Technologies for Robotics
- 1.5 Robotic Systems in Healthcare
- 1.6 Scientific Review
- 1.7 Applications of Robotics
- 1.8 Future Trends
- 1.9 Conclusions
- References
- 2 Development of a Humanoid Robot's Head with Facial Detection and Recognition Features Using Artificial Intelligence
- 2.1 Introduction
- 2.2 Construction of the Frame
- 2.3 Development of the Electronic Modules
- 2.3.1 PIR Sensor Module
- 2.3.2 Vision Sensor Module
- 2.3.3 Servo Motor
- 2.3.4 Raspberry Pi Microcontroller
- 2.4 Programming the Android's Head
- 2.4.1 Motion Tracking
- 2.4.2 Facial Detection and Recognition
- 2.5 Challenges
- 2.6 Conclusions
- Appendix
- Acknowledgment
- References
- References for Advance/Further Reading
- 3 Detecting DeepFakes for Future Robotic Systems
- 3.1 Introduction
- 3.2 Image Synthesis and DeepFake Technologies
- 3.2.1 Generative Adversarial Networks
- 3.2.2 GAN Image Models
- 3.2.2.1 General Image Synthesis
- 3.2.2.2 Face-Specific Synthesis
- 3.2.3 Other Face Swap Techniques
- 3.3 Deepfake Uses and Threats
- 3.3.1 Present Threats
- 3.3.2 Future Robotics and Deepfakes
- 3.4 Deepfake Databases for Research
- 3.4.1 Research Datasets
- 3.4.2 Deepfake Detection Challenge
- 3.5 Deepfake Detection Methods
- 3.5.1 General Methods
- 3.5.2 Specific Features
- 3.6 Image Segmentation
- 3.7 Multi-Task Learning for DeepFakes
- 3.8 Conclusions and Future Research
- 3.8.1 Summary
- 3.8.2 Concluding Remarks
- 3.8.3 Future Research Directions
- References
- 4 Nanoscale Semiconductor Devices for Reliable Robotic Systems
- 4.1 Introduction
- 4.2 Bulk Metal Oxide Field Effect Transistor (MOSFET) Scaling Trend
- 4.2.1 Challenges of Bulk Complementary Metal Oxide Semiconductor (CMOS)
- 4.2.2 Limitations of Bulk MOSFET
- 4.2.3 Design Problems of Nanoscale CMOS
- 4.3 Nanoscale MOSFET Structures
- 4.3.1 Ultra-Thin Body (UTB) Mosfet
- 4.3.2 Double-Gate (DG) Moset
- 4.3.2.1 Advantages of Double-Gate Mosfet
- 4.3.3 Silicon On Insulator (SOI) Mosfet
- 4.3.4 Multiple-Gate MOSFET
- 4.4 FinFET Device Structures
- 4.4.1 FinFET's Pros and Cons
- 4.4.2 FinFET Device Modeling
- 4.5 Bulk MOSFET vs FinFET Leakage Currents
- 4.5.1 Subthreshold Leakage Currents
- 4.5.2 Gate Leakage Current
- 4.5.3 Robotic Application
- 4.6 Summary
- References
- 5 Internet of Things for Smart Gardening and Securing Home from Fire Accidents
- 5.1 Introduction
- 5.2 Introduction of Different Sensors Used
- 5.2.1 Temperature Sensor
- 5.2.2 Flame Sensor