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Pole–zero plot

Pole–zero plot is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Pole–zero plot rather than just read about it. In short: In mathematics, signal processing and control theory, a pole–zero plot is a graphical representation of a rational transfer function in the complex plane which helps to convey certain properties of the system such as: Stability Causal system / anticausal system Region of convergence (ROC) Minimum phase / non minimum phase A pole-zero plot shows the location in the complex plane of the poles and zeros of the transfer…

Pole–zero plot — main illustration
Pole–zero plot — illustration

Key takeaways

  • Pole–zero plot belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Pole–zero plot to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Pole–zero plot from memory before moving on to harder problems.

Reference excerpt

In mathematics, signal processing and control theory, a pole–zero plot is a graphical representation of a rational transfer function in the complex plane which helps to convey certain properties of the system such as:

Stability Causal system / anticausal system Region of convergence (ROC) Minimum phase / non minimum phase

A pole-zero plot shows the location in the complex plane of the poles and zeros of the transfer function of a dynamic system, such as a controller, compensator, sensor, equalizer, filter, or communications channel. By convention, the poles of the system are indicated in the plot by an X while the zeros are indicated by a circle or O. A pole-zero plot is plotted in the plane of a complex frequency domain, which can represent either a continuous-time or a discrete-time system:

Continuous-time systems use the Laplace transform and are plotted in the s-plane: s = σ + j ω {\displaystyle s=\sigma +j\omega }

Real frequency components are along its vertical axis (the imaginary line s = j ω {\displaystyle s{=}j\omega } where σ = 0 {\displaystyle \sigma {=}0} ) Discrete-time systems use the Z-transform and are plotted in the z-plane: z = A e j ϕ {\displaystyle z=Ae^{j\phi }}

Real frequency components are along its unit circle

Continuous-time systems In general, a rational transfer function for a continuous-time LTI system has the form:

H ( s ) = B ( s ) A ( s ) = ∑ m = 0 M b m s m s N + ∑ n = 0 N − 1 a n s n = b 0 + b 1 s + b 2 s 2 + ⋯ + b M s M a 0 + a 1 s + a 2 s 2 + ⋯ + a ( N − 1 ) s ( N − 1 ) + s N {\displaystyle H(s)={\frac {B(s)}{A(s)}}={\displaystyle \sum _{m=0}^{M}{b_{m}s^{m}} \over s^{N}+\displaystyle \sum _{n=0}^{N-1}{a_{n}s^{n}}}={\frac {b_{0}+b_{1}s+b_{2}s^{2}+\cdots +b_{M}s^{M}}{a_{0}+a_{1}s+a_{2}s^{2}+\cdots +a_{(N-1)}s^{(N-1)}+s^{N}}}}

where

B {\displaystyle B} and A {\displaystyle A} are polynomials in s {\displaystyle s} ,

M {\displaystyle M} is the order of the numerator polynomial,

b m {\displaystyle b_{m}} is the m {\displaystyle m} th coefficient of the numerator polynomial,

N {\displaystyle N} is the order of the denominator polynomial, and

… excerpt ends here. Continue reading the full article.

Illustrations

Pole–zero plot: How the bilinear transform maps the z-plane to the s-plane. The unstable regions for the poles of a linear control system are shaded.
How the bilinear transform maps the z-plane to the s-plane. The unstable regions for the poles of a linear control system are shaded.
Pole–zero plot illustration
Pole–zero plot illustration

Worked examples

Example 1 — a first encounter with Pole–zero plot

Start with the simplest possible case. Write down what Pole–zero plot claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Pole–zero plot before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Pole–zero plot ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Pole–zero plot

In research
Pole–zero plot appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Pole–zero plot in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Pole–zero plot is common in secondary-school and first-year university syllabi. It links to neighbouring topics Signal processing, so understanding it makes those chapters shorter.
In everyday life
Look for Pole–zero plot outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Pole–zero plot in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Pole–zero plot means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Pole–zero plot out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Pole–zero plot in simple terms?

In mathematics, signal processing and control theory, a pole–zero plot is a graphical representation of a rational transfer function in the complex plane which helps to convey certain properties of the system such as: Stability Causal system / anticausal system Region of convergence (ROC) Minimum p…

Why does Pole–zero plot matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Pole–zero plot?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Pole–zero plot.

Tags

  • Signal processing

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