Book Name: Learning-Based Reconfigurable Multiple Access Schemes for Virtualized MTC Networks
Category: Telecommunication Books
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Learning-Based Reconfigurable Multiple Access Schemes for Virtualized MTC Networks pdf

Book Description:

This book assists readers with understanding the key aspects, problems, and solutions related to the design of proper Multiple Access Schemes for MTC (Machine-Type Communications) and IoT applications in 5G-and-beyond wireless networks. An overview of MTC applications and their traffic features is also provided. In addition, it presents a comprehensive review of MTC access schemes, including orthogonal multiple access schemes (OMA), non-orthogonal multiple access schemes (NOMA), massive MIMO-based schemes, and fast uplink grant approaches. It also proposes efficient and reconfigurable access schemes deploying machine learning and optimization techniques to address the main requirements of MTC networks. This book further discusses potential research directions to enhance the performance of MTC access schemes’ performance.
Machine-type communications are expected to account for future wireless networks’ dominant share of the traffic. While in traditional wireless networks, designed for human-type communications, the focus is on the support of large packet sizes in the downlink, machine-type communication systems deal with heavy uplink traffic. This is due to the nature of the tasks performed by machine-type communication devices, which is mainly reporting measured data or a detected event. Furthermore, in these networks, using the virtualization framework, the network infrastructure can be shared between different applications for which providing isolation is critical. Proper access schemes need to be developed to support these unique characteristics of machine-type communications, which is the book’s focus.
This book benefits advanced-level students studying computer science and electrical engineering as secondary textbooks and researchers working in this field. Engineers and practitioners interested in the challenges and practical solutions of integrating MTC in the cloud radio access network of 5G-and-beyond cellular systems will want to purchase this book as well.

 

Learning-Based Reconfigurable Multiple Access Schemes for Virtualized MTC Networks PDF

Author(s): Tho Le-Ngoc, Atoosa Dalili Shoaei

Series: Wireless Networks

Publisher: Springer, Year: 2020

ISBN: 9783030603816,9783030603823


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