Signal Processing and Data Analysis

This repository includes the submitted assignments for university classes in Signal Processing and Data Analysis in form of Jupyter notebook and MATLAB file.

The classes are namely:

• Robot Design (Python) - University College Freiburg
  • Coding for an asbestos detection robot
• Estimation Theory and Remote Sensing in Geoscience Project (Python) - Karlsruhe Institute of Technology
  • Analysing atmospheric remote sensing data in netCDF format using xarray
• Environmental Data Analysis and Statistical Learning (MATLAB) - Karlsruhe Institute of Technology
  • Douglas-Peucker-Algorithm
  • Flood forecasting
  • Probability and Information Theory
  • Bayesian Statistics
  • Entropy (Data Source: from DFG Research Project "CAOS" (Catchments as Organized Systems))
• Melting Polar Ice Sheets, Sea Level Variations and Climate Change (Python) - The Australian National University
  • Pseudorange observations processing and uncertainty calculation
  • Tikhonov regularisation
  • Gravity field anomalies estimation from GRACE observations
  • mascons Mass Balance and sea-level fingerprints of on-land water mass changes