大规模物联网可扩展LoRaWAN调查:最新进展、潜力和挑战

IF 34.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Communications Surveys and Tutorials Pub Date : 2023-03-10 DOI:10.1109/COMST.2023.3274934
Mohammed Jouhari;Nasir Saeed;Mohamed-Slim Alouini;El Mehdi Amhoud
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引用次数: 36

摘要

远程(LoRa)技术最广泛地用于在未经许可的频段上实现低功耗广域网(wan)。尽管数据速率适中,但它为低功耗设备提供了广泛的覆盖范围,使其成为许多物联网(IoT)应用的理想通信系统。通常将LoRa视为物理层,而LoRaWAN则是LoRa堆栈的MAC层,采用星型拓扑结构,实现多个终端设备与网络网关之间的通信。啁啾扩频调制处理LoRa信号干扰,保证远程通信。同时,自适应的数据速率机制允许ed动态改变一些LoRa特性,如扩频因子(SF)、码率和载波频率,以解决密集网络中通信条件的时变问题。尽管LoRa连接需求很高,但LoRa信号干扰和并发传输冲突是主要的限制因素。因此,为了增强LoRaWAN的能力,LoRa联盟发布了许多版本的LoRaWAN,研究团体也提供了许多解决方案来开发可扩展的LoRaWAN技术。因此,我们将全面研究LoRaWAN在物理层和MAC层的可伸缩性挑战和最先进的解决方案。这些解决方案主要依赖于SF、逻辑和频率通道分配,而其他解决方案则提出新的网络拓扑结构或实施信号处理方案来消除干扰,并允许LoRaWAN有效地连接更多的ed。在论文的最后,对文献中现有的解决方案进行了总结,描述了每种解决方案的优缺点,并提出了可能的改进作为未来的研究方向。
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A Survey on Scalable LoRaWAN for Massive IoT: Recent Advances, Potentials, and Challenges
Long-range (LoRa) technology is most widely used for enabling low-power wide area networks (WANs) on unlicensed frequency bands. Despite its modest data rates, it provides extensive coverage for low-power devices, making it an ideal communication system for many Internet of Things (IoT) applications. In general, LoRa is considered as the physical layer, whereas LoRaWAN is the medium access control (MAC) layer of the LoRa stack that adopts a star topology to enable communication between multiple end devices (EDs) and the network gateway. The chirp spread spectrum modulation deals with LoRa signal interference and ensures long-range communication. At the same time, the adaptive data rate mechanism allows EDs to dynamically alter some LoRa features, such as the spreading factor (SF), code rate, and carrier frequency to address the time variance of communication conditions in dense networks. Despite the high LoRa connectivity demand, LoRa signals interference and concurrent transmission collisions are major limitations. Therefore, to enhance LoRaWAN capacity, the LoRa Alliance released many LoRaWAN versions, and the research community has provided numerous solutions to develop scalable LoRaWAN technology. Hence, we thoroughly examine LoRaWAN scalability challenges and state-of-the-art solutions in both the physical and MAC layers. These solutions primarily rely on SF, logical, and frequency channel assignment, whereas others propose new network topologies or implement signal processing schemes to cancel the interference and allow LoRaWAN to connect more EDs efficiently. A summary of the existing solutions in the literature is provided at the end of the paper, describing the advantages and disadvantages of each solution and suggesting possible enhancements as future research directions.
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来源期刊
IEEE Communications Surveys and Tutorials
IEEE Communications Surveys and Tutorials COMPUTER SCIENCE, INFORMATION SYSTEMS-TELECOMMUNICATIONS
CiteScore
80.20
自引率
2.50%
发文量
84
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.
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