Smart soil quality measurement and weather station system for sugarcane fields using LoRaWAN network
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Abstract
This paper proposes a smart soil quality measurement and weather station system for sugarcane fields using LoRaWAN network technology. The proposed system consists of a network of soil sensors and weather sensors placed in the fields to measure soil parameters and weather conditions in real-time. The data collected by the sensors are transmitted to gateways and then to a cloud-based server for storage and analysis. The size of the sugarcane plantation used in the test is 295 rai. It has been verified through RSSI and SNR parameters to ensure that the system can be used comprehensively and accurately. The system provides farmers with accurate and timely information on the soil parameters and weather conditions, enabling them to make informed decisions on irrigation, fertilization, and pest management. The implementation of this system can significantly improve the productivity and efficiency of sugarcane farming operations, leading to higher crop yields and better crop quality
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References
K. Mekki, E. Bajic, F. Chaxel and F. Meyer, “Overview of Cellular LPWAN Technologies for IoT Deployment: Sigfox, LoRaWAN, and NB-IoT,” 2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Athens, Greece: pp. 197-202, 2018.
ศราวุธ ชัยมูล และกมล บุญล้อม “การประเมินผล IoT LoRaWAN สำหรับเมืองอัจฉริยะ: กรณีใช้ตรวจสอบสภาพแวดล้อม” การประชุมวิชาการทางวิศวกรรมไฟฟ้าครั้งที่ 41 EECON. 21 - 23 พฤศจิกายน. อุบลราชธานี, 2561.
U. Raza, P. Kulkarni and M. Sooriyabandara, “Low Power Wide Area Networks: An Overview,” in IEEE Communications Surveys & Tutorials, Vol. 19, no. 2, pp. 855-873, 2017.
M. Y. Thu, W. Htun, Y. L. Aung, P. E. E. Shwe and N. M. Tun, “Smart Air Quality Monitoring System with LoRaWAN,” 2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS), Bali, Indonesia : pp. 10-15, 2018.
A. Pagano, D. Croce, I. Tinnirello and G. Vitale, “A Survey on LoRa for Smart Agriculture: Current Trends and Future Perspectives,” in IEEE Internet of Things Journal, Vol. 10, no. 4, pp. 3664-3679, 2023.
S. R. J. Ramson et al., “A Self-Powered, Real-Time, LoRaWAN IoT-Based Soil Health Monitoring System,” in IEEE Internet of Things Journal, Vol. 8, no. 11, pp. 9278-9293, 2021.
F. F. Hossain et al., "Soil Moisture Monitoring Through UAS-Assisted Internet of Things LoRaWAN Wireless Underground Sensors," in IEEE Access, Vol. 10, pp. 102107-102118, 2022.
National Electronics and Computer Technology Center. (10 January 2022). Industrial Communication with Modbus Protocol. [Online] Available : http://www.nectec.or.th/news/news-public-document/modbus-protocol.html/
SMTC. (18 April 2022). SX1276. [Online] Available : https://www.semtech.com/products/wireless-rf/lora-core/sx1276/
Dragino. (15 February 2022). DLOS8 Outdoor LoRaWAN Gateway. [Online] Available : https://www.dragino.com/products/lora-lorawan-gateway/item/160-dlos8.html/
ChirpStack. (20 June 2022). ChirpStack Open-source LoRaWAN Network Server. [Online] Available : https://www.chirpstack.io/
B. Mishra and A. Kertesz, "The Use of MQTT in M2M and IoT Systems: A Survey," in IEEE Access, Vol. 8, pp. 201071-201086, 2020.
Grafana Labs. (3 February 2022). Grafana Leading Observability Tool for Visualizations and Dashboards. [Online] Available : https://grafana.com/oss/grafana/
InfluxData. (12 January 2022). InfluxDB time series platform. [Online] Available : https://www.influxdata.com/products/influxdb/
myDevices. (9 March 2022). Simplify Sensor Deployments. [Online] Available : https://mydevices.com/cayenne/docs/lora/
สำนักงาน กสทช. (12 มีนาคม 2565). ประกาศ กสทช. เรื่อง หลักเกณฑ์การอนุญาตให้ใช้คลื่นความถี่ย่าน ๙๒๐-๙๒๕ เมกะเฮิรตซ์, [ระบบ ออนไลน์], แหล่งที่มา: https://www.nbtc.go.th/spectrum_management/
