Frequency Response Homework: Impulse & Cosine Output

In summary, the conversation discusses a causal FIR filter with {bk } = {1, 4, 5, 4, 1}, and asks about the impulse and frequency response of the filter as well as the output when the input is x[n] = cos(0.5πn). The impulse response of the filter is h[n]= δ[n]+ 4δ[n-1]+ 5δ[n-2]+ 4δ[n-3]+δ[n-4]. The frequency response can be simplified using Euler's inverse formula to H(e^{j\hat{\omega}}) = e^{-j2\hat{\omega}} [2cos(2\hat{\omega})+8cos(\hat
  • #1
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Homework Statement



3. (12 pts) Consider the causal FIR filter with {bk } = {1, 4, 5, 4, 1}.
(a) What is the impulse response of this filter (in terms of delta functions)?
(b) What is the frequency response of this filter? Simplify using Euler’s inverse formula.
(c) What is the output y[n] of this system when the input is x[n] = cos(0.5πn)?

Homework Equations


The Attempt at a Solution



(a) h[n]= δ[n]+ 4δ[n-1]+ 5δ[n-2]+ 4δ[n-3]+δ[n-4]

(b)

[tex]
H(e^{j\hat{\omega}}) = 1 + 4e^{-j\hat{\omega}}+5e^{-j2\hat{\omega}}+4e^{-j3\hat{\omega}}+e^{-j4\hat{\omega}}
[/tex]

[tex]
H(e^{j\hat{\omega}}) = e^{-j2\hat{\omega}} [e^{j2\hat{\omega}} + e^{-j2\hat{\omega}}+4e^{j\hat{\omega}}+e^{-j\hat{\omega}}+5]
[/tex]

[tex]
H(e^{j\hat{\omega}}) = e^{-j2\hat{\omega}} [2cos(2\hat{\omega})+8cos(\hat{\omega})+5]
[/tex]

(c) Does 0.5pi get substituted for omega hat to solve part c?
 
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  • #2
Hopefully someone can give me a hint on this... It seems to me that I need an fs to complete this problem. omega hat = omega*Ts. If you are not given fs, do you just use the Nyquist rate?
 

1. What is frequency response?

Frequency response is a measure of how a system responds to different frequencies of input signals. It is often used in the field of signal processing to analyze the behavior of filters, amplifiers, and other electronic systems.

2. What is an impulse response?

An impulse response is the output of a system when an impulse signal (a brief, high-intensity signal) is applied as input. It is often used to characterize the behavior of linear time-invariant systems.

3. How is frequency response related to impulse response?

The frequency response of a system can be calculated by taking the Fourier transform of its impulse response. This is because the impulse response contains information about how the system responds to all frequencies, while the frequency response shows the magnitude and phase of the system's output for each frequency.

4. What is the difference between an impulse response and a cosine output?

An impulse response is a single, brief output of a system in response to an impulse input. A cosine output, on the other hand, is the steady-state response of a system to a continuous cosine input. While the impulse response shows the behavior of a system over time, the cosine output shows the behavior at a specific frequency.

5. Why is it important to understand frequency response and impulse response?

Frequency response and impulse response are important concepts in many areas of science and engineering, particularly in signal processing and control systems. Understanding these concepts allows us to analyze and design systems that can accurately process and transmit different types of signals, such as audio, video, and data. It also helps us identify and correct any issues or limitations in a system's performance.

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