Convolution Homework Involving Impulse Functions

In summary, convolution of two functions containing only impulses involves setting up integrals and using the impulse sampling rule as needed. The limits of integration can be from b to c as long as the impulse is within that range, otherwise the integral is zero.
  • #1
martnll2
9
0

Homework Statement



How do you do a convolution of two functions containing only impulses?

Homework Equations



Say you have 2 functions to convolve, f1 and f2.
I can't do the impulse symbol, so let's call it q.

Say f1 = 2q(t+1) + 2q(t-4) and f2 = q(t-3)

What is f1 convolved with f2? Or how do you do it?

f(t) convolved with y(t) = h(t)
F(w)Y(w) = H(w)

The Attempt at a Solution



So I thought the way to do this is to just add the two functions together, but I am unsure.
 
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  • #2
Do you know the impulse sampling rule? Let a(t) be another impulse. It works the same way. Set up the integrals for convolution and use this rule as needed.
[tex]\int\limits_{-\infty}^{\infty} \delta(t-t_0)a(t)dt=a(t_0)[/tex]
More generally, the limits of integration can be from b to c as long as t_0 is in [b,c]. Otherwise, the integral is zero.
 
  • #3
Thanks, I'll try it out after studying for this exam and let you know how it goes :D
 

What is a convolution?

A convolution is a mathematical operation that combines two functions to produce a third function. It is often used in signal processing and image processing to analyze the relationship between two variables.

What is an impulse function?

An impulse function, also known as a Dirac delta function, is a mathematical function that is zero everywhere except at one point, where it is infinite. It is commonly used to represent an instantaneous point in time or space.

How is convolution used in signal processing?

In signal processing, convolution is used to analyze how a signal is affected by a system. It can be used to filter out noise, extract features, and identify patterns in the signal.

How do you perform convolution involving impulse functions?

To perform convolution involving impulse functions, you first need to identify the impulse function in the given signal. Then, you can use the properties of the impulse function to simplify the convolution integral. Finally, you can solve the convolution integral to obtain the resulting function.

What are some real-world applications of convolution involving impulse functions?

Convolution involving impulse functions is commonly used in fields like engineering, physics, and computer science. Some examples of real-world applications include image and audio processing, signal filtering, and pattern recognition.

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