Derivatives of singularity functions

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Homework Help Overview

The discussion revolves around evaluating derivatives of singularity functions, specifically the unit step function and the ramp function. Participants are examining expressions involving these functions and their derivatives, which are common in signal processing and control theory contexts.

Discussion Character

  • Exploratory, Conceptual clarification, Assumption checking

Approaches and Questions Raised

  • Participants attempt to differentiate products of singularity functions and raise questions about the implications of multiplying these distributions. Some suggest rewriting the functions in simpler forms before differentiation, while others explore the graphical representation of the functions involved.

Discussion Status

The discussion is ongoing, with participants providing insights into the nature of singularity functions and their products. There is a focus on understanding the behavior of these functions under multiplication and differentiation, with some guidance offered on preliminary analysis before proceeding with differentiation.

Contextual Notes

Participants note the importance of treating singularity functions carefully, as they are distributions and not regular functions. There is an emphasis on understanding the conditions under which these functions are defined and how they interact with each other.

iRaid
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Homework Statement


Hello, I'm having trouble understanding this, seemingly simple, concept. Any help or input is appreciated.

Evaluate the following derivatives:
$$\frac{d}{dt} u(t-1)u(t+1)$$
$$\frac{d}{dt} r(t-6)u(t-2)$$
$$\frac{d}{dt} sin(4t)u(t-3)$$

Homework Equations


The Attempt at a Solution


1) $$\delta(t-1)u(t+1)+u(t-1)\delta(t+1)$$
2) $$r(t-6)\delta(t-2)+u(t-6)u(t-2)$$
3) $$sin(4t)\delta(t-3)+cos(4t)u(t-3)$$

Now, I don't really understand what to do from here...
 
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iRaid said:

Homework Statement


Hello, I'm having trouble understanding this, seemingly simple, concept. Any help or input is appreciated.

Evaluate the following derivatives:
$$\frac{d}{dt} u(t-1)u(t+1)$$
$$\frac{d}{dt} r(t-6)u(t-2)$$
$$\frac{d}{dt} sin(4t)u(t-3)$$


Homework Equations





The Attempt at a Solution


1) $$\delta(t-1)u(t+1)+u(t-1)\delta(t+1)$$
2) $$r(t-6)\delta(t-2)+u(t-6)u(t-2)$$
3) $$sin(4t)\delta(t-3)+cos(4t)u(t-3)$$

Now, I don't really understand what to do from here...

Before trying to differentiate the function ##f(t) = u(t-1)u(t+1)## you should first see if you can re-write ##f(t)## in a simpler form. For example, what does the graph of ##f(t)## look like?

Do the same type of preliminary analysis on all the other functions you are given.
 
Ray Vickson said:
Before trying to differentiate the function ##f(t) = u(t-1)u(t+1)## you should first see if you can re-write ##f(t)## in a simpler form. For example, what does the graph of ##f(t)## look like?

Do the same type of preliminary analysis on all the other functions you are given.

Sorry, I'm honestly not sure what 2 singularity functions multiplied together would look like. I know that they're both step functions starting at t=-1 and stepping up at t=1.
 
iRaid said:
Sorry, I'm honestly not sure what 2 singularity functions multiplied together would look like. I know that they're both step functions starting at t=-1 and stepping up at t=1.

The unit step function is defined on the whole real line, so if it "starts" anywhere, it starts at -∞. For what values of ##w## is ##u(w)## equal to zero? Equal to 1? So, for what values of ##t## is ##u(t-1)## equal to zero, and to 1? Same question for ##u(t+1)##. So, when is the product ##u(t-1)u(t+1)## equal to zero? When does it equal 1?
 
One must be very careful multiplying distributions, and the unit-step function is in fact a distribution in this context. As Ray has already stated, you should first rewrite the product which has apparently a meaning when interpreted as usual functions rather than distributions in terms of a well-defined distribution. Note that there are no problem to use linear combinations of distributions. You only must not multiply two or more distributions!
 
iRaid said:
Sorry, I'm honestly not sure what 2 singularity functions multiplied together would look like. I know that they're both step functions starting at t=-1 and stepping up at t=1.
Surely you can multiply 1s and 0s! If t< -1 then t-1< -2 and t+ 1< 0 so both u(t-1) and u(t+ 1) are 0. u(t-1)u(t+1)= 0. If -1< t< 1 then t-1< 0 but t+1> 0 so u(t-1)= 0 and u(t+ 1)= 1. u(t-1)u(t+1)= 0. if t> 1 then t-1> 0 and t+ 1> 2> 0 so both u(t-1) and u(t+ 1) are 0. u(t-1)u(t+1)= 1.

u(t-1)u(t+1)= 0 for t< 1, 1 for t\ge 1. Equivalently, u(t-1)u(t+1)= u(t-1). With a little thought you should see that if a> b then u(t-a)u(t-b)= u(t- b).
 
Again, that's a very subtle point! Of course, you can multiply 0's and 1's, but not unitstep distributions. You can multiply them as functions, but you cannot do operations of such products that only have meaning in the sense of distributions. This exercise is a very nice example. If you formally do so you get sometimes (not always) nonsensical results.

If in doubt, you have to check your distribution valued results with test functions!
 

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