SCE 513 · L3

Chapter 3 · Introductory Examples

Explainer series for notes/system identification/SCE 513 Lecture_03_2.pdf (L3, 32 slides), which follows Söderström & Stoica, System Identification, Ch. 2 "Introductory examples" (S&S §2.1–2.7). Watch in order; each part assumes the ones before it.

1. 1
   
   The Identification Loop and Its Four Ingredients

   4:57
2. 2
   
   Two Systems, One Difference: Where the Noise Gets In

   6:09
3. 3
   
   Models Without Parameters: Step Response and Correlation Analysis

   4:19
4. 4
   
   Least Squares: Finding a and b

   5:30
5. 5
   
   When More Data Doesn't Help: Bias, Consistency, and the Experiment

   6:15