Transfer function of filter

In summary: A zero will produce a gain of 10 dB per decade. Therefore, with 2 zeros and 4 poles, the attenuation at high frequency will be 20 dB per decade. Additionally, the attenuation will be infinite when the denominator of the transfer function is equal to 0, which occurs at the frequency where the poles and zeros are equal. In summary, the gain in db at dc can be calculated by replacing s=0 and taking 10log of the result. The attenuation at high frequency is determined by the number of poles and zeros in the transfer function, with each pole causing a loss of 10 dB per decade and each zero causing a gain of 10 dB per decade. The attenuation will be infinite at the frequency where the
  • #1
david90
312
2
given

t(s)= [2(s^2+9.32)] / [s^4+1.322s^3+0.976s^2+.750s+1]

how do you calculate the reate of attenuation increase in db per decade at high frequency?

Determine the gain in db at dc. To do this, just replace s=0 and then do 10log(result) right?

Also, at which freq is the attenation infinite? Is it when the denominator = 0?


Thanks:tongue:
 
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  • #2
Each zero increases the gain by a factor of 10 dB per decade. Each pole causes an attenuation of 10 dB per decade.
Since you have 2 zeros and 4 poles, the attenuation at high frequency will be 20 dB per dacade.
 
  • #3
how do you know poles/zeros cause attenuation/gain by a factor of 10?
 
  • #4
david90 said:
how do you know poles/zeros cause attenuation/gain by a factor of 10?
We learned it from the class that you are taking now.
 
  • #5
I'm looking for a proof.:smile:
 
  • #6
david90 said:
how do you know poles/zeros cause attenuation/gain by a factor of 10?
Consider a system with a single pole:
[tex]G(s) = \frac{A}{s+a}[/tex]
the gain in low frequency is obtained making s = 0.
[tex]Gain_{dB}=10log_{10}\frac{A}{a}[/tex]
The gain at a frequency [tex]\omega[/tex] is:
[tex]Gain_{dB}=10log_{10}\frac{A}{|j\omega+a|} = 10log_{10}A - 10log_{10}|j\omega+a|[/tex]
At a frequency [tex]\omega_1 >> a[/tex] the gain may be approximated by:
[tex]Gain_{dB}=10log_{10}\frac{A}{|j\omega+a|} =
10log_{10}A - 10log_{10}\omega_1[/tex]
At a frequency [tex]\omega_2 = 10|omega_1[/tex] the gain will be:
[tex]Gain_{dB}=10log_{10}\frac{A}{|j\omega+a|} = 10log_{10}A - 10log_{10}\10omega_1 = 10log_{10}\frac{A}{|j\omega+a|} = 10log_{10}A - 10log_{10}\omega_1 - 10log_{10}10 = 10log_{10}A - 10log_{10}\omega_1 - 10[/tex]
So, you have a loss of 10dB in one decade.
The reasoning for zeros is the inverse.
 

What is a transfer function of a filter?

A transfer function of a filter is a mathematical representation of how a filter affects an input signal. It describes the relationship between the input and output signals of the filter, and is often used to analyze and design filters in signal processing applications.

How is the transfer function of a filter determined?

The transfer function of a filter can be determined by taking the ratio of the output signal to the input signal in the frequency domain. This can be done analytically using mathematical equations or experimentally using measurements and calculations.

What information can be obtained from the transfer function of a filter?

The transfer function of a filter can provide information about the frequency response, gain, phase shift, and stability of the filter. It can also be used to compare different filter designs and to predict the performance of a filter in a given system.

How does the transfer function of a filter relate to its impulse response?

The transfer function of a filter and its impulse response are related through the Fourier transform. The transfer function is the frequency domain representation of the filter, while the impulse response is the time domain representation. The two can be converted back and forth using the Fourier transform.

Can the transfer function of a filter be modified?

Yes, the transfer function of a filter can be modified by changing the filter's parameters or design. This can be done to achieve a specific frequency response or to improve the performance of the filter in a certain application.

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