Understanding Convolution: h(t) & x(t) w/ x(t)=u(t-1)

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Homework Help Overview

The discussion revolves around understanding the convolution of two functions, specifically h(t) and x(t), where x(t) is defined as u(t-1), the unit step function shifted to the right by 1. The original poster expresses confusion regarding the setup and execution of the convolution integral involving these functions.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore the correct expressions for the functions involved in the convolution, questioning the setup and notation. There are attempts to clarify the definitions of h(t) and x(t) and how they relate to each other, particularly focusing on the implications of the unit step function.

Discussion Status

The discussion is ongoing, with participants providing clarifications on notation and exploring the implications of the unit step function in the context of convolution. Some guidance has been offered regarding the expressions for h(t-T) and x(T), but no consensus has been reached on the overall approach to the convolution integral.

Contextual Notes

Participants are navigating potential confusion regarding the relationship between the unit step functions in both h(t) and x(t), as well as the implications of shifting in the convolution process. There is an acknowledgment of the challenges faced by the original poster in grasping these concepts.

seang
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I'm having trouble understanding convolution. In particular, in convolving h(t) and x(t), I have no idea what to do when x(t) = u(t-1). So for example, if h(t) = exp(-at)u(t) an x(t) = u(t-1). Is this even the right set up? I don't think it is.

[tex]\int_o^t e^{-a(t-T)}u(t-1)dT[/tex]

the other idea I had was

[tex]\int_1^t e^{-a(t-T)}u(t)dT[/tex]

but I doubt this too.
Help?
 
Last edited:
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lemme just be clear about your notation. Is this right?

[tex]x(t) = u(t-1)[/tex]

where [itex]u(t)[/itex] is the unit step function, ie:

[tex] u(x) = \left \lbracket<br /> \begin{array}{cc}<br /> 0 & \mbox{if } x<0 \\<br /> 1 & \mbox{if } x \geq 0 \\<br /> \end{array}<br /> \right.[/tex]

and [tex]h(t) = e^{-at}u(t)[/tex].

the convolution of x and h, denoted [itex]x \ast h[/itex], is given by,
[tex](x \ast h)(t) = \int_{-\infty}^{\infty}x(T)h(t - T)dT[/tex]

Also, convolution is commutative so [itex]x \ast h = h \ast x[/itex]. Therefore choose the one that makes your calculation easier. From your post it looks like you chose [itex]x \ast h[/itex]

your first goal is to come up with the correct expressions for

[tex]h(t - T) = \ ?? [/itex]<br /> [tex]x(T) = \ ??[/tex][/tex]
 
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[tex]h(t - T) = e^{-a(t-T)}[/tex]
[tex]x(T) = u(T-1)[/tex]

Maybe?
 
In your first post you said [itex]h(t) = e^{-at}u(t)[/itex]. What happened to [itex]u[/itex] in [itex]h(t-T)[/itex]?

Thats the correct expression for x(T).

What's [itex]u(t)[/itex]? Is it the unit step function?
 
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yeah it is, and that's what's catching me a little i think; is the u(t) in the h(t) related to the u(t) which x(t) is equal to?
 
yes. recall from algebra that the graph of [itex]u(t-1)[/itex] is the graph of [itex]u(t)[/itex] shifted to the right 1 unit.

If [itex]f,g,[/itex] and [itex]h[/itex] are functions such that [itex]f(t) = g(t)h(t)[/itex], and [itex]a[/itex] is a real number, then [itex]f(t-a) = g(t-a)h(t-a)[/itex]. Use this to come up with an expression for [itex]h(t-T)[/itex].
 
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I feel like a n00bie.

So
[tex]h(t - T) = e^{-a(t-1)}[/tex]?
 
[tex]h(t) = e^{-at}u(t)[/tex]

to get [itex]h(t-T)[/itex] replace all instances of [itex]t[/itex] with [itex]t-T[/itex]
 
so h(t-T):

[tex]h(t-T) = e^{-a(t-T)}u(t-T)}[/tex]

forgive me its late and I'm having a really hard time understanding this.
 
  • #10
yes :smile:

now you can substitute the expresions for [itex]x(T)[/itex] and [itex]h(t-T)[/itex] in the convolution integral.
 
Last edited:

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