The Convergence of Artificial Intelligence (Ai) and 6g Communication Networks: The Needs and Implications: Volume 139
暫譯: 人工智慧 (AI) 與 6G 通訊網路的融合:需求與影響:第139卷
Raj, Pethuru, Ramachandran, Muthu, Sakthivel, Usha
- 出版商: Academic Press
- 出版日期: 2025-07-31
- 售價: $5,900
- 貴賓價: 9.5 折 $5,605
- 語言: 英文
- 頁數: 626
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0443189234
- ISBN-13: 9780443189234
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相關分類:
AI Coding、雲端運算、網路通訊
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相關主題
商品描述
Advances in Computers, Volume 139 focuses on the convergence of Artificial Intelligence (AI) and 6G communication networks, addressing key advancements and implications across various fields. It explores cybersecurity challenges in 5G networks, solutions for 5G performance evaluation, and the transition to 5G-Advanced. The role of AI in enhancing 6G network performance, resource allocation, and management is discussed alongside the technical foundations of 6G and its ability to power edge AI applications. The volume highlights how 6G will transform industries like logistics through automation and AI-driven decision-making, while also covering strategic management perspectives on AI-driven innovations. Sustainability is a key theme, with discussions on energy-efficient cloud and quantum data centers, as well as the integration of green innovations into AI-6G synergy. The metaverse and its reliance on 5G and 6G for immersive experiences are reviewed, alongside the revolutionary potential of quantum computing in 6G networks. The practical applications of AI, such as a CNN-based model for brain tumor detection using 5G edge cloud, and federated learning for 6G, demonstrate the technology's impact on healthcare and data privacy. Additionally, the volume delves into 6G's role in enabling next-generation metaverse systems and AI-powered telemedicine, while providing insights into the architecture, communication systems, and industrial use cases of 6G. It concludes by summarizing the advancements, advantages, and challenges of 6G, offering a comprehensive view of its future impact on global connectivity.
商品描述(中文翻譯)
《計算機進展,第139卷》專注於人工智慧 (AI) 與 6G 通信網絡的融合,探討各個領域的關鍵進展及其影響。內容涵蓋了 5G 網絡中的網絡安全挑戰、5G 性能評估的解決方案,以及向 5G-Advanced 的過渡。書中討論了 AI 在提升 6G 網絡性能、資源分配和管理中的角色,並介紹了 6G 的技術基礎及其支持邊緣 AI 應用的能力。本卷強調 6G 如何通過自動化和 AI 驅動的決策改變物流等行業,同時涵蓋了對 AI 驅動創新的戰略管理觀點。可持續性是本書的一個關鍵主題,討論了能源高效的雲端和量子數據中心,以及將綠色創新整合進 AI-6G 協同的可能性。書中回顧了元宇宙及其對 5G 和 6G 的依賴,以實現沉浸式體驗,並探討了量子計算在 6G 網絡中的革命性潛力。AI 的實際應用,例如基於 CNN 的腦腫瘤檢測模型,利用 5G 邊緣雲端,以及 6G 的聯邦學習,展示了這項技術對醫療保健和數據隱私的影響。此外,本卷深入探討了 6G 在啟用下一代元宇宙系統和 AI 驅動的遠程醫療中的角色,同時提供了對 6G 的架構、通信系統和工業應用案例的見解。最後,總結了 6G 的進展、優勢和挑戰,提供了對其未來對全球連接影響的全面看法。