Rövid leírás:

This edited volume presents the application of machine learning and artificial intelligence to optical and wireless systems in a cohesive manner to enable readers to access and comprehend the latest advances. A vital resource for professionals and researchers in the fields of electrical and computer engineering, and computer science.

Hosszú leírás:

This edited volume brings together diverse perspectives on machine learning and AI applications in optical and wireless systems, offering a structured and comprehensive resource for researchers and professionals. It explores advancements driven by 5G, IoT, and the increasing demand for high-speed, reliable communication. Covering optical fiber systems, wireless networks, and AI-driven optimizations, the book provides insights into real-world applications impacting telecommunications, healthcare, and transportation.

The contributing authors discuss key topics such as signal processing techniques, optimization algorithms, and deep learning models applied to optical and wireless networks. The volume also highlights emerging challenges, security concerns, and future trends in AI-powered communication systems. This resource is essential for professionals in electrical and computer engineering, telecommunications, and computer science, helping them stay ahead in these rapidly evolving technologies.

Tartalomjegyzék:

Table of Contents

Editor Biographies

Contributor Biographies

1. Introduction to Advances in Optical and Wireless Communication: Role of Machine Learning and AI

Abhishek Sharma, Sushank Chaudhary and Amir Parnianifard

2. A Study to Discuss the Potential of Mobile Network Optimization using Machine Learning

Geeta Arora, Jaya Gupta, Shubham Mishra

3. AI in Mobile Network Management and Performance Enhancement

Avani Vyas and Shivani Sharma

4. Application of Evolutionary Algorithms on Wireless Sensor Network Coverage Optimization: Comparative Study

Amir Parnianifard, Abhishek Sharma, Sushank Chaudhary

5. Fundamentals of Machine Learning in Communication Systems

Shivani Sharma and Avani Vyas

6. Cuckoo Search Optimizer based on Aquila Exploration Strategy

Megha Varshney, Pravesh Kumar, Pinkey Chauhan and Geeta Arora

7. Semantic Communication for High-Quality Image Transmission

Nouman Latif, Muhammad Saadi and  Demostenes Zegarra Rodriguez

8. Illuminate the Pathways of Moth Flame Optimization for Global Optimization

Srushti M P , Saanvi Ravi , Pushkar V , Samjith T S , Samarth V Gangadikar and Divya C D

9. Optical Communication and Signal Processing with AI

Sonam Gour

10. Microwave Photonic Radar: Introduction and Signal Processing Challenges

Hum Nath Parajuli