Generative AI for Communications Systems
暫譯: 通訊系統的生成式人工智慧
Nguyen, Diep N.
- 出版商: Wiley
- 出版日期: 2026-01-07
- 售價: $5,550
- 貴賓價: 9.8 折 $5,439
- 語言: 英文
- 頁數: 352
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1394293909
- ISBN-13: 9781394293902
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相關分類:
GAN 生成對抗網絡
海外代購書籍(需單獨結帳)
相關主題
商品描述
Comprehensive review of state-of-the-art research and development in Generative AI for future communications and networking
Generative AI for Communications Systems provides a systematic foundation of knowledge on Generative AI for communications and networking. This book discusses the great potential and challenges in applying Generative AI as promising solutions to future communications systems and enables and facilitates "Generative AI as a Service" by exploring novel communications, networking architectures, protocols, and research trends.
The book also includes information on:
- Crucial challenges to solve in Generative AI, such as training data availability, computational complexity, generalization for various scenarios, robustness of noisy and incomplete data, and real-time adaptation in communications and networking systems
- Cybersecurity concerns such as ethics and privacy in relation to Generative AI
- Applications of Generative AI across various layers, including the PHY layer, MAC layer, Network layer, and Application layer
- Communications and networking solutions to meet the computing and communications challenges and demands to train and deploy large-scale Generative AI models
Generative AI for Communications Systems is an excellent up-to-date resource on the subject for scholars and researchers in the fields of communications, artificial intelligence, machine learning, and network optimization as well as professionals working in the communications industry including engineers, network architects, and system designers.
商品描述(中文翻譯)
未來通訊與網路中生成式人工智慧的最先進研究與開發的綜合回顧
生成式人工智慧在通訊系統中的應用 提供了生成式人工智慧在通訊與網路領域的系統性知識基礎。本書討論了生成式人工智慧在未來通訊系統中作為有前景解決方案的巨大潛力與挑戰，並通過探索新穎的通訊、網路架構、協議及研究趨勢，促進「生成式人工智慧即服務」的實現。
本書還包括以下資訊：
- 在生成式人工智慧中需要解決的關鍵挑戰，例如訓練數據的可用性、計算複雜性、各種場景的泛化、噪聲和不完整數據的穩健性，以及通訊和網路系統中的實時適應
- 與生成式人工智慧相關的網路安全問題，例如倫理和隱私
- 生成式人工智慧在各個層級的應用，包括物理層（PHY layer）、媒介存取層（MAC layer）、網路層（Network layer）和應用層（Application layer）
- 滿足計算和通訊挑戰及需求的通訊和網路解決方案，以訓練和部署大規模的生成式人工智慧模型
生成式人工智慧在通訊系統中的應用 是一本針對通訊、人工智慧、機器學習和網路優化領域的學者和研究人員的最新優秀資源，亦適合在通訊產業工作的專業人士，包括工程師、網路架構師和系統設計師。
作者簡介
Diep N. Nguyen is the Head of UTS 5G/6G Lab with the Faculty of Engineering and Information Technology at the University of Technology Sydney (UTS), Sydney, NSW, Australia.
Nam H. Chu is a Faculty Member with the Department of Telecommunications Engineering at the University of Transport and Communications, Hanoi, Vietnam. He is also with the University of Technology Sydney (UTS), Australia, and the Crown Institute of Higher Education, Australia.
Dinh Thai Hoang is a Faculty Member at the University of Technology Sydney (UTS), Australia.
Octavia A. Dobre is a Professor and Canada Research Chair Tier-1 at Memorial University, Canada.
Dusit Niyato is a President's Chair Professor in Computer Science and Engineering in the College of Computing and Data Science at Nanyang Technological University, Singapore.
Petar Popovski is currently a Professor with Aalborg University in Denmark where he heads the Section on Connectivity. He is also a Visiting Excellence Chair with the University of Bremen, Germany.
作者簡介(中文翻譯)
Diep N. Nguyen 是澳大利亞悉尼科技大學 (UTS) 工程與資訊科技學院的 5G/6G 實驗室主任。
Nam H. Chu 是越南河內交通與通訊大學電信工程系的教員。他同時也在澳大利亞悉尼科技大學 (UTS) 和澳大利亞皇冠高等教育學院任職。
Dinh Thai Hoang 是澳大利亞悉尼科技大學 (UTS) 的教員。
Octavia A. Dobre 是加拿大紀念大學的教授及加拿大研究主席 Tier-1。
Dusit Niyato 是新加坡南洋理工大學計算與數據科學學院的計算機科學與工程總統講座教授。
Petar Popovski 目前是丹麥奧爾堡大學的教授，負責連接性部門。他同時也是德國不來梅大學的訪問卓越講座教授。
