Completed2023 — 2024Designer & Developer

LoRaWAN-based IoT Communication and Data Analytics System

A LoRaWAN network for end-device data collection, transmission, and centralized management, with cleaning, statistics, visualization, and exploratory machine-learning modeling.

LoRaWANIoTData AnalyticsMachine LearningData Visualization

Concept visualization of a LoRaWAN environmental sensing network in mountainous terrain — Concept visual · replaceable

Overview

An end-to-end IoT system built on LoRaWAN: from device communication to data collection, centralized management, analytics, and exploratory machine-learning modeling (2023–2024).

Approach

Built a LoRaWAN communication network for terminal device data collection, transmission, and centralized management.
Cleaned, aggregated, and visualized the collected data to present device status and data trends.
Explored machine-learning modeling on the collected data to uncover features and potential applications.

Technologies

LoRaWAN · IoT · Data Processing · Data Visualization · Machine Learning