A Low-Cost Low-Power LoRa Mesh Network for Large-Scale Environmental Sensing

被引:8
作者
Wu, Dixin [1 ]
Liebeherr, Jorg [1 ]
机构
[1] Univ Toronto, Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
关键词
LoRa media access control (MAC) layer; LoRa mesh network; low-power wide-area network (LPWAN); network protocols; WIRELESS SENSOR NETWORKS; MAC PROTOCOLS; INTERNET;
D O I
10.1109/JIOT.2023.3270237
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Sustainability and climate monitoring efforts create a need for long-term in-situ sensing of large geographic areas. However, environmental monitoring in remote areas of developing countries remains impeded by a lack of low-cost, scalable Internet of Things (IoT) solutions. Whereas IoT systems for in-situ sensing abound, they mostly are either low-cost or suitable for large areas, but not both. In this article, we present a low-cost low-power network solution for in-situ sensing of areas up to hundreds of square kilometers. Taking advantage of LoRa technology, we develop a self-organizing mesh network that can be scaled to a hundred and more nodes. Scalability is achieved by developing methods that mitigate packet collisions during data collection. We present a protocol, called CottonCandy, with which nodes self-organize in a spanning-tree network topology in a distributed fashion. A power profile on a custom-built circuit board shows that CottonCandy nodes can run thousands of duty cycles on 2 AA batteries, sufficient to operate for years in many applications. Using off-the-shelf components, the cost of a CottonCandy node is less than U.S. $ 15. Evaluations by simulation show that CottonCandy networks with 100 nodes achieve a packet delivery ratio (PDR) of >90%. Measurements of an outdoor deployment with 15 nodes corroborate the high PDR in a real-life setting.
引用
收藏
页码:16700 / 16714
页数:15
相关论文
共 57 条
[1]   Understanding the Limits of LoRaWAN [J].
Adelantado, Ferran ;
Vilajosana, Xavier ;
Tuset-Peiro, Pere ;
Martinez, Borja ;
Melia-Segui, Joan ;
Watteyne, Thomas .
IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (09) :34-40
[2]  
Advanced Encryption Standard, 2001, document NIST FIPS PUB 197
[3]   Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications [J].
Al-Fuqaha, Ala ;
Guizani, Mohsen ;
Mohammadi, Mehdi ;
Aledhari, Mohammed ;
Ayyash, Moussa .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (04) :2347-2376
[4]  
[Anonymous], 2015, ATmega328P Data Sheet
[5]  
[Anonymous], 2003, ACM, First International Conference on Embedded Networked Sensor Systems (SenSys), California, USA, DOI DOI 10.1145/958491.958512
[6]  
[Anonymous], 2019, What Are LoRa and LoRaWAN?
[7]  
[Anonymous], 2018, National Frequency Allocation Plan
[8]  
[Anonymous], 2015, DS3231M Data Sheet
[9]  
[Anonymous], 2019, THE THINGS NETWORK
[10]  
[Anonymous], 2020, SX1276/77/78/79 Low Power Long Range Transceiver Data Sheet