Recall from Contours in Complex Plane that we developed:

where:

  • The left side integral is equal to , which is the number of times circles the origin (counterclockwise)
  • is the number of zeros enclosed by
  • is the number of poles enclosed by

This leads to the following lemma:

Lemma: The Argument Principle

Let be a contour and be real, rational, and proper. Then:

How does this relate to stability?

Consider the system:

Choose to be the unit circle (traversing in the positive direction). Choose , such that

Using our earlier integral on and :

  • where is the number of times encircles
  • is the number of that lie inside – stable closed-loop poles
  • is the number of that lie inside – stable open-loop poles

Note that we can “shift” the argument principle: The number of encirclements of by is equal to the number of encirclements of by . This leads to the Nyquist Stability Theorem