Published July 12, 2020 | Version v1
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Noise Investigation for Modulating Function based PDE Observer

  • 1. Control engineering group, TU Ilmenau, Germany
  • 2. EMAN group, CEMSE, KAUST, Saudi Arabia

Description

The corresponding non-asymptotic observer design method was derived and demonstrated for measurment signals without noise. However, the integral transform approach of using Modulating Functions is very well suited for mitigating the impact of sensor noise. That is why, different simulative tests have been performed with different levels of measurement noise (low, medium, high).
The available files include measurement and error plots as well as videos of the spatially distributed observer over time.

Notes

see readme file for further information

Files

Noise levels_IFAC20_Linear PDE State Estimation using MFs.zip

Files (4.1 MB)

Additional details

Related works

Is part of
Presentation: 10.5281/zenodo.4609890 (DOI)

Funding

PURE-WATER – Improved Estimation Algorithms for Water Purification and Desalination Systems 824046
European Commission