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Titlebook: Learning-Based Reconfigurable Multiple Access Schemes for Virtualized MTC Networks; Tho Le-Ngoc,Atoosa Dalili Shoaei Book 2020 The Editor(

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发表于 2025-3-21 19:53:09 | 显示全部楼层 |阅读模式
书目名称Learning-Based Reconfigurable Multiple Access Schemes for Virtualized MTC Networks
编辑Tho Le-Ngoc,Atoosa Dalili Shoaei
视频videohttp://file.papertrans.cn/584/583052/583052.mp4
概述Provides the background on the MTC systems and their access schemes requirements.Addresses the MTC access schemes requirements by proposing a reconfigurable access scheme structure taking into account
丛书名称Wireless Networks
图书封面Titlebook: Learning-Based Reconfigurable Multiple Access Schemes for Virtualized MTC Networks;  Tho Le-Ngoc,Atoosa Dalili Shoaei Book 2020 The Editor(
描述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 are 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  discusses potential research directions to further enhance the performance of MTC access schemes..Machine-type communications are expected to account for the dominant share of the traffic in future wireless networks. While in traditional wireless networks, designed for human-type communications, the focus is on support of large packet sizes in downlink, machine-type communication systems deal with heavy uplink traffic. This is due to the nature of the tasks performed by mach
出版日期Book 2020
关键词Machine-to-machine (M2M); Machine-type communications (MTC); multiple-access (MA) protocols; learning-b
版次1
doihttps://doi.org/10.1007/978-3-030-60382-3
isbn_softcover978-3-030-60384-7
isbn_ebook978-3-030-60382-3Series ISSN 2366-1186 Series E-ISSN 2366-1445
issn_series 2366-1186
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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发表于 2025-3-21 23:21:19 | 显示全部楼层
Learning-Based Reconfigurable Access Schemes for Virtualized M2M Networks,sholding multi-armed bandit. Regret analysis is performed for the thresholding multi-armed bandit problem. Furthermore, simulation results are conducted to show the performance of the proposed schemes.
发表于 2025-3-22 01:40:44 | 显示全部楼层
A NOMA-Enhanced Reconfigurable Access Scheme with Device Pairing for MTC,ives the length of each segment as well as the parameter of the random access-based scheme. The results show that the proposed scheme outperforms the reconfigurable scheme which does not support NOMA.
发表于 2025-3-22 08:13:11 | 显示全部楼层
Conclusions and Future Works,urthermore, in the second section, other technologies and techniques that can be deployed to improve the performance of these systems include machine learning, massive MIMO and full duplex are discussed.
发表于 2025-3-22 11:47:00 | 显示全部楼层
Introduction,rent categories of machine-type applications are provided. After that, the distinct features of machine-type communications are discussed. In addition, the challenges and requirements expected from multiple access schemes in these systems are presented. Finally, the organization of this book is given.
发表于 2025-3-22 14:36:21 | 显示全部楼层
Multiple Access Schemes for Machine-Type Communications: A Literature Review,massive connectivity for MTC by using NOMA and massive multiple input multiple output (MIMO) technology, respectively. Finally, Sect. 2.5 reviews the fast uplink grant schemes which are promising to enhance the performance of MTC systems both in terms of throughput and access delay.
发表于 2025-3-22 19:01:04 | 显示全部楼层
发表于 2025-3-22 21:35:28 | 显示全部楼层
Book 2020Machine-Type Communications) and IoT applications in 5G-and-beyond wireless networks. An overview of MTC applications and their traffic features are also provided. In addition, it presents a comprehensive review of MTC access schemes including orthogonal multiple access schemes (OMA), non-orthogonal
发表于 2025-3-23 03:55:42 | 显示全部楼层
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