使用轻量级异构多主网络模型使lpwan在智慧城市中共存和多种物联网应用

Emmanuel U. Ogbodo, A. Abu-Mahfouz, A. Kurien
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引用次数: 4

摘要

智慧城市被设想为在管理物联网(IoT)应用领域提供智能,如交通和移动、医疗保健、自然资源、电力和能源、家庭和建筑、商业和零售、社会和工作场所、工业、农业和环境。这些物联网领域使用的增长轨迹导致了智慧城市环境中的异构密集网络。智慧城市的异构密集网络带来了LPWAN共存管理困难、干扰、频谱不足、QoS、可扩展性等问题。现有的LPWAN技术无法满足智慧城市异构密集网络的需求。此外,由于LPWAN设备的功率、复杂性和资源限制,它不能支持多种物联网,包括中高带宽应用。因此,本文讨论了高数据速率物联网应用和异构密集网络。本文针对不同的智慧城市应用提出了一种轻量级异构多主网络(LHM-N)模型,该模型将解决智慧城市中密集异构网络的挑战。该工作旨在倡导和集成可管理的免许可LPWAN,该LPWAN将在LHM-N模型中与5G专用和公共蜂窝网络共存。这将有助于在异构密集的智慧城市环境中提供具有成本效益的解决方案模型。在此基础上,提出了一种安全、轻量级、节能的包大小转发引擎(PSFE)算法,并利用MATLAB中的离散事件模拟(DES)方法进行复杂度评估。此外,(LHM-N)模型还集成了5G低容量(RedCap)物联网设备,以支持智慧城市。最后,结果表明,LHM-N模型在错误率、延迟和数据吞吐量方面优于传统的正交调幅(QAM)协议方案,同时降低了中至高带宽工业物联网应用的能源成本。这验证了LHM-N模型对高数据速率物联网应用的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enabling LPWANs for Coexistence and Diverse IoT Applications in Smart Cities Using Lightweight Heterogenous Multihomed Network Model
Smart cities have been envisioned to provide smartness in managing internet of things (IoT) application domains, such as transport and mobility, health care, natural resources, electricity and energy, homes and buildings, commerce and retail, society and workplace, industry, agriculture, and the environment. The growth trajectory in usage of these IoT domains has led to a heterogeneous dense network in a smart city environment. The heterogeneous dense network in smart cities has led to challenges, such as difficulties in the management of LPWAN coexistence, interference, spectrum insufficiency, QoS, and scalability issues. The existing LPWAN technologies cannot support the heterogeneous dense network challenges in smart cities. Further, it cannot support diverse IoT, including medium- to high-bandwidth applications, due to the power, complexity, and resource constraints of the LPWAN devices. Hence, this paper addresses high data rate IoT applications and heterogeneous dense networks. This paper proposes a lightweight heterogenous multihomed network (LHM-N) model for diverse smart city applications that will address dense heterogeneity network challenges in a smart city. The work aims to advocate and integrate a manageable license-free LPWAN that will coexist with 5G private and public cellular networks in the LHM-N model. This will help to provide a cost-effective solution model in a heterogeneous dense smart city environment. Further, a secured lightweight energy-efficient packet-size forwarding engine (PSFE) algorithm is presented using the discrete event simulation (DES) methodological approach in MATLAB for complexity evaluation. In addition, a 5G reduced capability (RedCap) IoT device is integrated into the (LHM-N) model to support smart city. Finally, the results show that the LHM-N model outperforms the conventional quadrature amplitude modulation (QAM) protocol scheme in terms of error rate, latency, and data throughput with reduced energy costs for medium- to high-bandwidth industrial IoT applications. This validates the suitability of the LHM-N model for high data rate IoT applications.
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