Experimental evaluation of the packet reception performance of LoRa

doi:10.3390/s21041071

	Experimental evaluation of the packet reception performance of LoRa
	Guo, Qingjie1,2,3 ; Yang, Fengxu1,2,3 ; Wei, Jianming 1
	2021-02
发表期刊	SENSORS
ISSN	1424-8220
EISSN	1424-8220
卷号	21 期号:4 页码:1-23
DOI	10.3390/s21041071
摘要	LoRa technology is currently one of the most popular Internet of Things (IoT) technologies. A substantial number of LoRa devices have been applied in a wide variety of real-world scenarios, and developers can adjust the packet reception performance of LoRa through physical layer parameter configuration to meet the requirements. However, since the important details of the relationship between the physical layer parameters and the packet reception performance of LoRa remain unknown, it is a challenge to choose the appropriate parameter configuration to meet the requirements of the scenarios. Moreover, with the increase in application scenarios, the requirements for energy consumption become increasingly high. Therefore, it is also a challenge to know how to configure the parameters to maximize the energy efficiency while maintaining a high data rate. In this work, a complex evaluation experiment on the communication capability under a negative Signal to Noise Ratio is presented, and the specific details of the relationship between physical layer parameters and the packet reception performance of LoRa are clarified. Furthermore, we study the impact of the packet length on the packet reception performance of LoRa, and the experimental results show that when there is a large amount of data to be transmitted, it is better to choose long packets instead of short packets. Finally, considering the influence of physical layer parameters and the packet length on the packet reception performance of LoRa, the optimal parameter combination is explored, so as to propose a transmission scheme with a balanced reliability, delay, and energy consumption. This scheme is the first to consider the physical layer parameters and packet length together to study the communication transmission scheme, which reduces the communication time by 50% compared with the traditional transmission scheme and greatly reduces the energy consumption. © 2021 by the authors. Licensee MDPI, Basel, Switzerland.
关键词	Energy efficiency Energy utilization Internet of things Physical layer Technology transfer Application scenario Communication capabilities Complex evaluations Experimental evaluation Internet of Things (IOT) Optimal parameter combinations Real world scenario Transmission schemes IoT technology LoRa physical layer parameters packet length transmission scheme
URL	查看原文
收录类别	EI ; SCIE ; SCI
语种	英语
WOS研究方向	Chemistry ; Engineering ; Instruments & Instrumentation
WOS类目	Chemistry, Analytical ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS记录号	WOS:000624692100001
出版者	MDPI AG
EI入藏号	20210609884613
EI主题词	Signal to noise ratio
EI分类号	525.2 Energy Conservation ; 525.3 Energy Utilization ; 716.1 Information Theory and Signal Processing ; 723 Computer Software, Data Handling and Applications
原始文献类型	Journal article (JA)
引用统计	被引频次：11[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/133376
专题	信息科学与技术学院_硕士生信息科学与技术学院_博士生
通讯作者	Wei, Jianming
作者单位	1.Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai; 201210, China; 2.University of Chinese Academy of Sciences, Beijing; 100049, China; 3.School of Information Science and Technology, ShanghaiTech University, Shanghai; 201210, China
第一作者单位	信息科学与技术学院
推荐引用方式 GB/T 7714	Guo, Qingjie,Yang, Fengxu,Wei, Jianming. Experimental evaluation of the packet reception performance of LoRa[J]. SENSORS,2021,21(4):1-23.
APA	Guo, Qingjie,Yang, Fengxu,&Wei, Jianming.(2021).Experimental evaluation of the packet reception performance of LoRa.SENSORS,21(4),1-23.
MLA	Guo, Qingjie,et al."Experimental evaluation of the packet reception performance of LoRa".SENSORS 21.4(2021):1-23.