评估 LPWAN 技术的能耗

IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC EURASIP Journal on Wireless Communications and Networking Pub Date : 2023-12-13 DOI:10.1186/s13638-023-02322-8
Husam Rajab, Husam Al-Amaireh, Taoufik Bouguera, Tibor Cinkler
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引用次数: 0

摘要

大多数物联网实现都要求传感器节点长时间可靠运行。此外,无线电设置可以承受高数据速率传输,同时优化能源效率。LoRa/LoRaWAN是低功耗广域网(LPWAN)的主要技术之一,引起了广泛的关注。能量限制是无线传感器网络中的一个重要问题,因为提供传感器节点的电池寿命具有有限的能量,并且在大多数情况下既不是消耗性的,也不是可充电的。一个常见的假设是,传感器在睡眠模式下消耗的能量可以忽略不计。有了这个假设,通常的方法是考虑到达所有迭代目标的节点子集。这些子集也称为覆盖集,然后将它们置于活动模式,而其他子集则处于低功耗或休眠模式。在本文中,我们提出了一种基于LoRa和LoRaWAN的能耗模型来解决这个问题,该模型可以优化传感器节点在一段时间内不同任务的能耗。我们的能耗模型假设如下,处理单元沿着工作序列处于导通状态,通过在大部分活动周期中以低功耗模式构建MCU单元,恒定的时间持续时间,无线电模块以指定的传输功率水平发送数据包。所提出的分析方法允许考虑每个传感器节点元素的功耗消耗,其中数值结果表明,传感器节点向网关发送数据后接收确认RX2而不接收RX1的场景能耗最大;此外,它可以用于分析不同的LoRaWAN模式,以确定最理想的传感器节点设计,以达到其能量自治,其中数值结果详细说明了场景,扩展因子和带宽对功耗的影响。
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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Evaluation of energy consumption of LPWAN technologies

The majority of IoT implementations demand sensor nodes to run reliably for an extended time. Furthermore, the radio settings can endure a high data rate transmission while optimizing the energy-efficiency. The LoRa/LoRaWAN is one of the primary low-power wide area network (LPWAN) technologies that has highly enticed much concentration. The energy limits is a significant issue in wireless sensor networks since battery lifetime that supplies sensor nodes have a restricted amount of energy and neither expendable nor rechargeable in most cases. A common hypothesis is that the energy consumed by sensors in sleep mode is negligible. With this hypothesis, the usual approach is to consider subsets of nodes that reach all the iterative targets. These subsets also called coverage sets, are then put in the active mode, considering the others are in the low-power or sleep mode. In this paper, we address this question by proposing an energy consumption model based on LoRa and LoRaWAN, which optimizes the energy consumption of the sensor node for different tasks for a period of time. Our energy consumption model assumes the following, the processing unit is in on-state along the working sequence which enhances the MCU unit by constructing it in low-power modes through most of the activity cycle, a constant time duration, and the radio module sends a packet of data at a specified transmission power level. The proposed analytical approach permits considering the consumed power of every sensor node element where the numerical results show that the scenario in which the sensor node transfers data to the gateway then receives an acknowledgment RX2 without receiving RX1 consumes the most energy; furthermore, it can be used to analyze different LoRaWAN modes to determine the most desirable sensor node design to reach its energy autonomy where the numerical results detail the impact of scenario, spreading factor, and bandwidth on power consumption.

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来源期刊
CiteScore
7.70
自引率
3.80%
发文量
109
审稿时长
8.0 months
期刊介绍: The overall aim of the EURASIP Journal on Wireless Communications and Networking (EURASIP JWCN) is to bring together science and applications of wireless communications and networking technologies with emphasis on signal processing techniques and tools. It is directed at both practicing engineers and academic researchers. EURASIP Journal on Wireless Communications and Networking will highlight the continued growth and new challenges in wireless technology, for both application development and basic research. Articles should emphasize original results relating to the theory and/or applications of wireless communications and networking. Review articles, especially those emphasizing multidisciplinary views of communications and networking, are also welcome. EURASIP Journal on Wireless Communications and Networking employs a paperless, electronic submission and evaluation system to promote a rapid turnaround in the peer-review process. The journal is an Open Access journal since 2004.
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