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The Convergence of Artificial Intelligence (AI) and 6G Communication Networks: The Needs and Implications
Hoofdkenmerken
Auteur: Pethuru Raj
Titel: The Convergence of Artificial Intelligence (AI) and 6G Communication Networks: The Needs and Implications
Uitgever: Elsevier S & T
ISBN: 9780443189241
ISBN boekversie: 9780443189234
Prijs: € 155,87
Verschijningsdatum: 22-05-2025
Inhoudelijke kenmerken
Categorie: General
Taal: English
Imprint: Academic Press
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

\u003ci\u003eAdvances in Computers, Volume 139\u003c/i\u003e 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\u0026rsquo;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.\u003cul\u003e\u003cli\u003eContains novel subject matter that is relevant to computer science\u003c/li\u003e\u003cli\u003eIncludes the expertise of contributing authors\u003c/li\u003e\u003cli\u003ePresents an easy to comprehend writing style\u003c/li\u003e\u003c/ul\u003e
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