Generative AI for Photonic Sensing
Springer Verlag, Singapore
9789819515608 (ISBN)
This book highlights the revolutionary effects of generative Artificial Intelligence (AI) on photonic sensing technologies, where intelligent systems might improve precision, effectiveness, and applicability of light-based sensors. This book covers the basics of photonic sensors and explains their significance for a variety of applications in healthcare, environmental monitoring, autonomous systems, and industrial process industries. Readers will learn how generative AI is being used in important fields including optical imaging, optical fiber sensors, spectroscopy, and LIDAR systems. It also provides a guidance for researchers, engineers, and professionals working in the fields of optical sensing and artificial intelligence by fusing the rapidly developing discipline of generative AI with sophisticated photonic sensing.
Dr. Yesudasu Vasimalla obtained his Ph.D. from National Institute of Technology Warangal, Telangana, India. Currently, he is working as an assistant professor in the Department of Electronics and Communication Engineering at Koneru Lakshaiah University, Vijayawada, Andhra Pradesh. His research interests include optical biosensors. He has published more than 28 international journal and conference papers in the area of optical biosensors and SPR-based sensors. Dr. Santosh Kumar (a fellow of SPIE) received the Ph.D. from IIT (ISM) Dhanbad, Dhanbad, India. He was with Liaocheng University, Liaocheng, China, from 2018 to 2023. He is currently a professor with the Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Vijayawada, India. His research focuses on WaveFlex biosensors, fiber optic sensors, photonics and plasmonic devices, nano and biophotonics, waveguides, interferometers, and the Internet of Things.
1. Understanding the Fundamentals of Photonic Sensors: Principles, Mechanisms and Applications.- 2. Fundamentals of Generative AI.- 3. Fiber Optic Sensors (FOSs) and Artificial Intelligence (AI): Brief History and Overviews.- 4. Generative AI Models For Sensor Data Processing.- 5. AI in optical fiber sensors and sensing network.
| Erscheinungsdatum | 05.11.2025 |
|---|---|
| Reihe/Serie | Progress in Optical Science and Photonics |
| Zusatzinfo | 85 Illustrations, color; 7 Illustrations, black and white |
| Verlagsort | Singapore |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Naturwissenschaften ► Physik / Astronomie ► Optik | |
| Technik | |
| Schlagworte | AI-Enhanced LIDAR • AI in Spectroscopy • Atmospheric Sensing • Medical and Biological Sensing • Multimodal Sensing Systems • Optical Fiber Sensors • Optical imaging • Photonic Sensors • Sensing Networks • sensor data processing |
| ISBN-13 | 9789819515608 / 9789819515608 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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