Frequency Response of 3-Point Averaging System

In summary, the conversation discusses finding the frequency response for the input output relationship y[n]= (x[n]+x[n-1]+x[n-2]) / 3. The person mentions being able to find the impulse response and the general format for the frequency response, but is unsure how to determine the fundamental period. They question the need for the fundamental period and suggest that the amplitude and phase of the output may be what is needed.
  • #1
tenacity2986
44
0

Homework Statement



y[n]= (x[n]+x[n-1]+x[n-2]) / 3 is the input output relationship

Homework Equations



Find the Frequency response.

The Attempt at a Solution



Ok I am very aware that I can easily find the impulse response and graph this and I can even get the general format for the frequency response, however how doyou figure out the fundamental period? I know its 2pi/T, where T is the fund. period but I don't see how I can graph x[n], y[n], or find the period
 
Physics news on Phys.org
  • #2
I don't see why you need the fundamental period (whatever that means in this situation). Sounds like they just want the amplitude, and possibly the phase, of the output given a unit-amplitude, sinusoidal input.
 
  • #3
from the given input output relationship.

In order to find the frequency response of this 3-point averaging system, we can use the Z-transform. The Z-transform is a mathematical tool that converts a discrete-time signal into a complex frequency domain representation. In this case, we can use the Z-transform to find the transfer function of the system, which will give us the frequency response.

First, we can rewrite the input-output relationship in terms of the Z-transform as:

Y(z) = (X(z) + z^-1X(z) + z^-2X(z)) / 3

Then, we can solve for the transfer function H(z) by dividing both sides by X(z):

H(z) = Y(z) / X(z) = (1 + z^-1 + z^-2) / 3

Next, we can plot the magnitude and phase of the transfer function in the frequency domain by substituting z = e^(jω), where ω is the frequency in radians per sample. This will give us the frequency response of the system.

Finally, to find the fundamental period, we can look at the frequency response graph and find the smallest value of ω where the magnitude of H(z) is 0. This corresponds to the fundamental period T = 2π/ω.
 

Related to Frequency Response of 3-Point Averaging System

1. What is a 3-point averaging system?

A 3-point averaging system is a type of signal processing technique used to smooth out and analyze data. It involves taking the average of three consecutive data points in a dataset to reduce noise and highlight overall trends.

2. Why is frequency response important in a 3-point averaging system?

Frequency response is important in a 3-point averaging system because it determines how well the system can accurately represent the input signal across different frequencies. This is crucial for accurately analyzing and interpreting data.

3. How does the frequency response of a 3-point averaging system affect the quality of the output data?

The frequency response of a 3-point averaging system directly affects the quality of the output data. A system with a wider frequency response will be able to accurately represent a wider range of frequencies in the input signal, resulting in a higher quality output with less distortion.

4. What are some common applications of 3-point averaging systems?

3-point averaging systems are commonly used in signal processing and data analysis applications such as sensor data smoothing, noise reduction, and trend analysis. They are also used in audio and video processing to improve the quality of recordings and reduce background noise.

5. Are there any limitations or potential drawbacks to using a 3-point averaging system?

One potential limitation of using a 3-point averaging system is that it can introduce a slight delay in the output data, which may be undesirable in real-time applications. Additionally, if the input signal contains sharp changes or spikes, the averaging process may smooth them out, potentially reducing the accuracy of the data in those areas.

Similar threads

  • Engineering and Comp Sci Homework Help
Replies
2
Views
1K
  • Engineering and Comp Sci Homework Help
Replies
8
Views
2K
  • Engineering and Comp Sci Homework Help
Replies
2
Views
2K
  • Engineering and Comp Sci Homework Help
Replies
2
Views
4K
  • Calculus and Beyond Homework Help
Replies
1
Views
1K
  • Engineering and Comp Sci Homework Help
Replies
1
Views
1K
  • Calculus and Beyond Homework Help
Replies
6
Views
331
  • Engineering and Comp Sci Homework Help
Replies
1
Views
2K
  • Engineering and Comp Sci Homework Help
Replies
3
Views
1K
  • Engineering and Comp Sci Homework Help
Replies
1
Views
3K
Back
Top