Prototipe Deteksi Letak Kebocoran Pipa dengan Optimalisasi Kinerja Penerimaan Paket LoRa menggunakan Pengkodean Parameter Fisik

Dedy Wahyu Herdiyanto, Freska Meliniar Alfian, Catur Suko Sarwono, D. Setiabudi, A. C. Eska, Muh. Asnoer Laagu
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Abstract

The purpose of this research is to determine the effect of the physical coding of LoRa communications on monitoring water pipelines. Optimizing the performance of packet receivers in the LoRa communication system using coding on the physical parameters SF (spreading factor), BW (bandwidth), and CR (coding rate). The detection system consists of 3 sensor nodes, 3 intermediate nodes, and 1 receiver node. Data from these sensors is sent to a cloud database. The SX1278 LoRa communication module works using a 433 MHz frequency. During the transmission process on the LoRa communication system, optimization is carried out for receiving data packets using the parameter coding method of physical spread factors, bandwidth, and coding rate. As a result of the research, it is shown that the greater the value of the third parameter (SF, BW, and CR), such as improvement in packet reception performance, improvement in bit security, and increasing packet resistance to various disturbances in transmission, but the time required for sending data be longer. The optimal parameters for detecting pipe leak locations include SF 10, BW 500 KHz, and CR 4/8. The LoRa SX1278 scenario is optimal with a distance of 400 meters, where packet and byte reception are obtained 100%.
管道泄漏检测原型,利用物理参数编码优化 LoRa 数据包接收性能
本研究的目的是确定 LoRa 通信的物理编码对监测输水管道的影响。通过对物理参数 SF(传播因子)、BW(带宽)和 CR(编码率)进行编码,优化 LoRa 通信系统中数据包接收器的性能。检测系统由 3 个传感器节点、3 个中间节点和 1 个接收器节点组成。这些传感器的数据被发送到云数据库。SX1278 LoRa 通信模块的工作频率为 433 MHz。在 LoRa 通信系统的传输过程中,使用物理传播因子、带宽和编码率的参数编码方法对数据包的接收进行优化。研究结果表明,第三个参数(SF、BW 和 CR)的值越大,数据包接收性能越好、比特安全性越高、数据包对传输中各种干扰的抵抗能力越强,但发送数据所需的时间越长。检测管道泄漏位置的最佳参数包括 SF 10、BW 500 KHz 和 CR 4/8。LoRa SX1278 方案的最佳距离为 400 米,数据包和字节的接收率均为 100%。
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