A LoRaWAN monitoring system for large buildings based on embedded edge computing in indoor environment

被引:0
作者
Li, Wei [1 ]
Shen, Guanxi [1 ]
Zhang, Jingfang [1 ]
Liu, Dong [1 ]
Choi, Chang [2 ]
机构
[1] Hohai Univ, Coll Internet Things Engn, Changzhou, Jiangsu, Peoples R China
[2] Gachon Univ, Dept Comp Engn, Seongnam, South Korea
基金
中国国家自然科学基金;
关键词
edge computing; indoor environmental monitoring system; LoRaWAN; low‐ power wide area network; INTERNET; THINGS; NETWORKS;
D O I
10.1002/cpe.6306
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
At present, the influence of the surrounding environment on the health of humans is attracting increasing attention, and the indoor environment plays a significant role in people's health. Therefore, it is necessary to effectively monitor indoor environments in real time. With the increase of end-devices, the rapid growth of data is exerting a pressure on the network bandwidth. To solve this problem, a LoRaWAN monitoring system for indoor environments based on embedded edge computing is proposed here. A hardware architecture of end-devices and the workflow of the LoRaWAN gateway are designed. In the gateway, edge computing is applied to manage the integrated access device and clean data. The experimental results show that the data reduction rate increased obviously after using edge computing. The environmental data can be transmitted in real time, and the communication efficiency of the system can be improved.
引用
收藏
页数:11
相关论文
共 26 条
[1]   Edge computing technologies for Internet of Things: a primer [J].
Ai, Yuan ;
Peng, Mugen ;
Zhang, Kecheng .
DIGITAL COMMUNICATIONS AND NETWORKS, 2018, 4 (02) :77-86
[2]  
Asthana P., 2018, P 2018 INT C COMP CH
[3]   A Study of LoRa: Long Range & Low Power Networks for the Internet of Things [J].
Augustin, Aloys ;
Yi, Jiazi ;
Clausen, Thomas ;
Townsley, William Mark .
SENSORS, 2016, 16 (09)
[4]   An architecture for digital hate content reduction with mobile edge computing [J].
Chetty, Naganna ;
Alathur, Sreejith .
DIGITAL COMMUNICATIONS AND NETWORKS, 2020, 6 (02) :217-222
[5]   Mobile-Edge Computing and the Internet of Things for Consumers Extending cloud computing and services to the edge of the network [J].
Corcoran, Peter ;
Datta, Soumya Kanti .
IEEE CONSUMER ELECTRONICS MAGAZINE, 2016, 5 (04) :73-74
[6]  
Dai W., 2018, P 2018 IEEE INT C ME
[7]  
Esposito C., 2020, INFORM PROCESS MANAG, V57, P1
[8]   The Internet of Things: The Next Technological Revolution [J].
Feki, Mohamed Ali ;
Kawsar, Fahim ;
Boussard, Mathieu ;
Trappeniers, Lieven .
COMPUTER, 2013, 46 (02) :24-25
[9]  
Gartner, 2020, 210000000000 IOT DEV
[10]   Edge Computing Based IoT Architecture for Low Cost Air Pollution Monitoring Systems: A Comprehensive System Analysis, Design Considerations & Development [J].
Idrees, Zeba ;
Zou, Zhuo ;
Zheng, Lirong .
SENSORS, 2018, 18 (09)