Optical and Wireless Communications
Applications of Machine Learning and Artificial Intelligence
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41 495 Ft
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Product details:
- Edition number 1
- Publisher CRC Press
- Date of Publication 9 May 2025
- ISBN 9781032751245
- Binding Hardback
- No. of pages258 pages
- Size 234x156 mm
- Language English
- Illustrations 49 Illustrations, black & white; 34 Halftones, black & white; 15 Line drawings, black & white; 16 Tables, black & white 700
Categories
Short description:
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.
MoreLong description:
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.
MoreTable of Contents:
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
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