Generative AI for Photonic Sensing

Erscheinungsjahr 2025
ISBN: 978-981-951560-8
Verlag: Springer

Buch, Englisch, 290 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 633 g

Reihe: Progress in Optical Science and Photonics

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.

Zielgruppe

Research

Autoren/Hrsg.

Vasimalla, Yesudasu

Kumar, Santosh

Fachgebiete

• Naturwissenschaften Physik Elektromagnetismus Optik
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Technische Wissenschaften Maschinenbau | Werkstoffkunde Technische Mechanik | Werkstoffkunde Werkstoffprüfung
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Naturwissenschaften Chemie Analytische Chemie Massenspektrometrie, Spektroskopie, Spektrochemie
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Angewandte Optik

Inhaltsverzeichnis

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.

Über Autor(innen)

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.