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 whitening filters
  5. Build state-space models for system identification
  6. Perform system identification to estimate desired parameters
  7. Use parameter estimates to estimate residual differential acceleration



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