Optical and Wireless Communications: Applications of Machine Learning and Artificial Intelligence
暫譯: 光學與無線通信:機器學習與人工智慧的應用

Chaudhary, Sushank, Parnianifard, Amir, Sharma, Abhishek

  • 出版商: CRC
  • 出版日期: 2025-05-09
  • 售價: $3,930
  • 貴賓價: 9.5$3,734
  • 語言: 英文
  • 頁數: 244
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 103275124X
  • ISBN-13: 9781032751245
  • 相關分類: 人工智慧Machine LearningWireless-networks
  • 尚未上市,無法訂購

商品描述

This edited volume consolidates the fragmented information on the application of machine learning and artificial intelligence to optical and wireless systems and presents it in a cohesive and organized manner to enable professionals and researchers to access and comprehend the latest advances.

Readers will gain an understanding of the rapid technological evolution that has occurred in the field with the emergence of 5G, IoT devices, and increasing demand for high-speed, reliable, and secure communication systems. The book addresses the intersection of multiple disciplines including electrical and computer engineering, telecommunications, and computer science to present a holistic overview of optical and wireless communications. Topics discussed include optical fiber communication systems, wireless communication networks, signal processing, and the application of machine learning algorithms to optimize and enhance communication systems. The chapter contributors explore the practical applications of machine learning and artificial intelligence in optical and wireless communication systems and provide real-world examples and insights into how these technologies can impact industries such as telecommunications, healthcare, and transportation. Readers will be able to apply these practical insights and applications to update their knowledge of the rapidly evolving technologies in optical and wireless communications, machine learning, and artificial intelligence in their work. They will be able to anticipate and capitalize on the implications of these technologies, making informed decisions and staying ahead of the curve.

The book's focus on the potential impact of practical applications of machine learning and artificial intelligence in optical and wireless communication systems on various industries makes it a unique and vital resource that benefits professionals and researchers in the fields of electrical and computer engineering, telecommunications, and computer science.

商品描述(中文翻譯)

這本編輯的專著整合了有關機器學習和人工智慧在光學及無線系統應用的零散資訊,並以連貫且有組織的方式呈現,讓專業人士和研究人員能夠接觸並理解最新的進展。

讀者將能夠了解在5G、物聯網設備的出現以及對高速、可靠和安全通信系統需求日益增加的背景下,該領域所發生的快速技術演變。本書探討了電機與計算機工程、電信和計算機科學等多個學科的交集,提供光學和無線通信的整體概述。討論的主題包括光纖通信系統、無線通信網絡、信號處理,以及機器學習演算法在優化和增強通信系統中的應用。各章的貢獻者探討了機器學習和人工智慧在光學和無線通信系統中的實際應用,並提供了真實世界的例子和見解,說明這些技術如何影響電信、醫療保健和交通等行業。讀者將能夠將這些實用的見解和應用應用於更新他們在光學和無線通信、機器學習和人工智慧等快速演變技術方面的知識,並能預測和利用這些技術的影響,做出明智的決策,保持領先地位。

本書專注於機器學習和人工智慧在光學和無線通信系統中實際應用的潛在影響,對各行各業的影響,使其成為一個獨特且重要的資源,惠及電機與計算機工程、電信和計算機科學領域的專業人士和研究人員。

作者簡介

Sushank Chaudhary is an Associate Professor at Guangdong University of Petrochemical Technology. With over 100 publications, he received the Elite Talent Award (2019) and Marie Sklodowska-Curie Seal of Excellence (2023). His research covers photonic radars, free-space optics, autonomous vehicles, and digital twins.

Amir Parnianifard is an Assistant Professor at the University of Glasgow and UESTC. Ph.D. in Industrial Engineering, with research in computational intelligence and optimization. Senior IEEE Member, PMP(R) certified, he has over a decade of industry experience and serves as a reviewer for international journals.

Abhishek Sharma is Faculty member at NIT Hamirpur. Ph.D. in Electronics Technology, GNDU. His research focuses on photonic radars, VLC, and FSO. Awarded the C2F Postdoctoral Fellowship (2024), he has over 50 publications, 1031 citations, and an H-index of 20.

作者簡介(中文翻譯)

Sushank Chaudhary 是廣東石油化工技術大學的副教授。他擁有超過100篇的出版物,並於2019年獲得精英人才獎及2023年獲得瑪麗·斯克沃多夫斯卡-居里卓越印章。他的研究涵蓋光子雷達、自由空間光學、自動駕駛車輛和數位雙胞胎。

Amir Parnianifard 是格拉斯哥大學和電子科技大學的助理教授。他擁有工業工程的博士學位,研究領域包括計算智能和優化。他是IEEE的高級會員,持有PMP(R)認證,擁有超過十年的行業經驗,並擔任國際期刊的審稿人。

Abhishek Sharma 是哈米爾普爾國立技術學院的教職員。他擁有電子技術的博士學位,來自GNDU。他的研究專注於光子雷達、可見光通訊(VLC)和自由空間光通訊(FSO)。他獲得了C2F博士後獎學金(2024),擁有超過50篇的出版物,1031次引用,H指數為20。