Real-Time Satellite Signal Quality Monitoring Using IoT Sensors and Anomaly Detection

Abstract

This project develops a data-driven framework for monitoring satellite signal quality in real time using IoT telemetry streams and machine learning based anomaly detection techniques.

Research Objectives

• Monitor satellite signal quality continuously
• Simulate IoT telemetry streams
• Detect anomalies using machine learning
• Build a scalable monitoring framework
• Create visualization dashboards

Technology Stack

• Python
• Pandas
• NumPy
• Scikit-Learn
• Matplotlib
• Jupyter Notebook
• NASA/Kaggle Datasets

Literature Review {As of WPR 1}

📄 Research Paper 1 📄 Research Paper 2 📄 Research Paper 3 📄 Research Paper 4 📄 Research Paper 5

Project Information

Student: Divyansh Mangal
University: Amity University Noida
Program: B.Tech CSE (Data Science)
Duration of Project: 01 June 2026 – 03 July 2026
Faculty Guide: Dr. Vibha Nehra