Topic 5 - Introduction to system identification of LPF.

Topic 5 introduces system identification in the context of LPF. We will describe a simplified experiment, introduce some fitting tools, and go ahead and estimate some parameter values of a simulated experiment.

  1. Introduction to LTPDA's fitting tools (theory, implementation, usage)
  2. A simplified LPF system identification experiment
  3. Create simulated experiment data sets
  4. Build state-space models for system identification
  5. Calculated expected errors of the parameters (FIM)
  6. Perform system identification to estimate desired parameters
  7. Results and comparison
  8. Use parameter estimates to estimate residual differential acceleration

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