Two Decades of Research Progress in Resource Allocation for PLC Systems: From Core Concepts to Frontiers

IF 34.4 1区计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

IEEE Communications Surveys and Tutorials Pub Date : 2024-03-25 DOI:10.1109/COMST.2024.3380901

Yan F. Coutinho;ândrei Camponogara;Mateus de L. Filomeno;Marcello L. R. de Campos;Andrea M. Tonello;Moisés V. Ribeiro

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Abstract

In this paper, we review the current state-of-the-art of resource allocation for power line communication systems. The study systematically presents the advancements achieved in this field over the past decades. To achieve this, we adopt two complementary perspectives: a power line communication-centric view and an optimization-centric view. The former highlights resource allocation within the eye of the power line communication community, while the latter emphasizes optimization principles, focusing on the technical aspects of resource allocation. Subsequently, we meticulously present the progress made in both single- and multi-user scenarios, employing a chronological approach to provide readers with a coherent narrative of the evolution and important findings. Furthermore, we accentuate critical insights and valuable lessons gathered from these developments. In conclusion, we explore future trends and prospects within the scope of resource allocation for power line communication systems, intending to inspire research initiatives that push the boundaries beyond the existing state-of-the-art.

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PLC 系统资源分配研究二十年的进展：从核心概念到前沿领域

本文回顾了当前电力线通信系统资源分配的最新进展。研究系统地介绍了过去几十年来该领域取得的进展。为此，我们采用了两个互补的视角：以电力线通信为中心的视角和以优化为中心的视角。前者强调电力线通信领域的资源分配，后者强调优化原则，侧重于资源分配的技术层面。随后，我们采用时间顺序的方法，细致地介绍了在单用户和多用户场景中取得的进展，为读者提供了有关演变和重要发现的连贯叙述。此外，我们还强调了从这些发展中获得的重要见解和宝贵经验。最后，我们探讨了电力线通信系统资源分配方面的未来趋势和前景，旨在激发研究人员的研究热情，推动研究工作超越现有的最先进水平。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

IEEE Communications Surveys and Tutorials COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS

CiteScore

80.20

自引率

2.50%

发文量

审稿时长

6 months

期刊介绍： IEEE Communications Surveys & Tutorials is an online journal published by the IEEE Communications Society for tutorials and surveys covering all aspects of the communications field. Telecommunications technology is progressing at a rapid pace, and the IEEE Communications Society is committed to providing researchers and other professionals the information and tools to stay abreast. IEEE Communications Surveys and Tutorials focuses on integrating and adding understanding to the existing literature on communications, putting results in context. Whether searching for in-depth information about a familiar area or an introduction into a new area, IEEE Communications Surveys & Tutorials aims to be the premier source of peer-reviewed, comprehensive tutorials and surveys, and pointers to further sources. IEEE Communications Surveys & Tutorials publishes only articles exclusively written for IEEE Communications Surveys & Tutorials and go through a rigorous review process before their publication in the quarterly issues. A tutorial article in the IEEE Communications Surveys & Tutorials should be designed to help the reader to become familiar with and learn something specific about a chosen topic. In contrast, the term survey, as applied here, is defined to mean a survey of the literature. A survey article in IEEE Communications Surveys & Tutorials should provide a comprehensive review of developments in a selected area, covering its development from its inception to its current state and beyond, and illustrating its development through liberal citations from the literature. Both tutorials and surveys should be tutorial in nature and should be written in a style comprehensible to readers outside the specialty of the article.