How Do You Calculate Poles and Zeros of a Digital Filter?

In summary, to find the poles and zeros of the given equation, we use the characteristic equation method and solve for the roots. The Z-transfer function is then obtained by simplifying the equation to its final form.
  • #1
BriWel
3
0
1. Given equation:
y(n) = x(n) + x(n - 2) - 0.81y(n-2)

a) Find the poles and zeros
b) Determine its z transfer function

2. Z transfer:
H(z) = (SUMOF(a(m)*z(^-m))) / (1 - SUMOF (b(m)*z (^-m)))



3. I get the feeling that this is pretty easy, I just don't know the required method to work it out. I know how to calculate poles and zeros of the z-transfer, but am not sure how to do it for the pre-transfer filter equation ( I assume ypu don't have to first carry out a z-transfer as this is the next part of the question)

I know the formula for z-transfer but don't have any experience in using it. I can't seem to find any suitable examples on line to help me either

Thanks in advance for any help
 
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  • #2
you can give.Answer: To find the poles and zeros of the pre-transfer filter equation, we use the characteristic equation method. The characteristic equation is defined as the equation obtained by setting the denominator of the transfer function (in this case, the equation y(n) = x(n) + x(n - 2) - 0.81y(n-2)) to 0. Thus, the characteristic equation for this equation is: 1 - 0.81z^(-2) = 0Solving this equation yields the roots z = 0.9 and z = -0.9, which are the poles. Since the equation is linear and time-invariant, it has no zeros.The Z-transfer function is then given by: H(z) = (x(n) + x(n - 2)) / (1 - 0.81z^(-2))which can be further simplified toH(z) = x(n) + 0.81z^(-2)x(n)
 
  • #3
[/b]

I can understand your confusion about the poles and zeros of the given filter equation. To find the poles and zeros, we need to first convert the given equation into its z-transfer function. This can be done by taking the z-transform of both sides of the equation.

a) To find the poles and zeros, we need to determine the values of z for which the denominator of the z-transfer function becomes zero. These values are known as the poles of the filter. In this case, the denominator of the z-transfer function is 1 - z^-2, which becomes zero when z = ±1. Therefore, the poles of the filter are z = ±1.

Similarly, the values of z for which the numerator of the z-transfer function becomes zero are known as the zeros of the filter. In this case, the numerator is 1 + z^-2, which becomes zero when z = ±i. Therefore, the zeros of the filter are z = ±i.

b) The z-transfer function of the given filter is:

H(z) = (1 + z^-2) / (1 - z^-2)

This can be simplified to:

H(z) = (z^2 + 1) / (z^2 - 1)

Therefore, the z-transfer function of the given filter is (z^2 + 1) / (z^2 - 1).

To summarize, the poles of the filter are z = ±1 and the zeros are z = ±i. These values can help us understand the behavior of the filter and how it affects the input signal. I hope this explanation helps you understand the method for finding poles and zeros of a filter.
 

FAQ: How Do You Calculate Poles and Zeros of a Digital Filter?

What are poles and zeros of a filter?

Poles and zeros are the two main components that determine the behavior of a filter. Poles represent the frequency points at which the filter's response reaches infinity, while zeros represent the frequency points at which the response is zero.

How do poles and zeros affect the frequency response of a filter?

The number and location of poles and zeros determine the frequency response of a filter. Poles and zeros can either amplify or attenuate certain frequencies, resulting in a specific shape of the frequency response curve.

How are poles and zeros related to the stability of a filter?

The stability of a filter depends on the location of poles. If all poles are located in the left half of the complex plane, the filter is stable. If any pole is located in the right half of the complex plane, the filter is unstable and can produce oscillations or even become uncontrollable.

How can I find the poles and zeros of a filter?

The poles and zeros of a filter can be found by analyzing the transfer function or by plotting the frequency response. Additionally, there are software tools available that can calculate the poles and zeros of a filter for you.

How can I use poles and zeros to design a filter?

Poles and zeros can be used to design a filter by manipulating their location and number. By carefully choosing the poles and zeros, the frequency response of a filter can be customized to meet specific design requirements, such as bandwidth, passband ripple, and stopband attenuation.

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