Monitoring of Large-Area IoT Sensors Using a LoRa Wireless Mesh Network System: Design and Evaluation

被引:288
作者
Lee, Huang-Chen [1 ]
Ke, Kai-Hsiang [1 ]
机构
[1] Natl ChungCheng Univ, Adv Inst Mfg Hightech Innovat, Dept Commun Engn, Chiayi 62102, Taiwan
关键词
Data collection; Internet of Things (IoT); LoRa; long-range wireless area network (LoRaWAN); multihop; physical layer (PHY); sensor; wireless mesh network;
D O I
10.1109/TIM.2018.2814082
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Although many techniques exist to transfer data from the widely distributed sensors that make up the Internet of Things (IoT) (e.g., using 3G/4G networks or cables), these methods are associated with prohibitively high costs, making them impractical for real-life applications. Recently, several emerging wireless technologies have been proposed to provide long-range communication for IoT sensors. Among these, LoRa has been examined for long-range performance. Although LoRa shows good performance for long-range transmission in the countryside, its radio signals can be attenuated over distance, and buildings, trees, and other radio signal sources may interfere with the signals. Our observations show that in urban areas, LoRa requires dense deployment of LoRa gateways (GWs) to ensure that indoor LoRa devices can successfully transfer data back to remote GWs. Wireless mesh networking is a solution for increasing communication range and packet delivery ratio (PDR) without the need to install additional GWs. This paper presents a LoRa mesh networking system for large-area monitoring of IoT applications. We deployed 19 LoRa mesh networking devices over an 800 m x 600 m area on our university campus and installed a GW that collected data at 1-min intervals. The proposed LoRa mesh networking system achieved an average 88.49% PDR, whereas the star-network topology used by LoRa achieved only 58.7% under the same settings. To the best of our knowledge, this is the first academic study discussing LoRa mesh networking in detail and evaluating its performance via real experiments.
引用
收藏
页码:2177 / 2187
页数:11
相关论文
共 25 条
  • [1] Abramson N., P AFIPS 70 FALL P FA, P281, DOI [10.1145/1478462.1478502, DOI 10.1145/1478462.1478502]
  • [2] Sentinella: Smart Monitoring of Photovoltaic Systems at Panel Level
    Ando, Bruno
    Baglio, Salvatore
    Pistorio, Antonio
    Tina, Giuseppe Marco
    Ventura, Cristina
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2015, 64 (08) : 2188 - 2199
  • [3] [Anonymous], 2017, ISA100 STANDARDS OVE
  • [4] [Anonymous], 2010, 625912010 IEC
  • [5] [Anonymous], 2016, European Wireless 2016
  • [6] 22th European Wireless Conference, VDE
  • [7] [Anonymous], 2017, LORAWAN CLASSES
  • [8] [Anonymous], 2017, NICERF LORA MESH SER
  • [9] [Anonymous], 2017, 2017 IEEE INT C COMM
  • [10] [Anonymous], 2017, LORA MODULATION BASI