Deriving the Fourier Transform of the Signum Function and Proving its Properties

In summary: Simple: ## 2\pi j \nu S(\nu)=F.T.( 2 \delta(t)) ##. The F.T. of the delta function is 1.Thank you, that makes perfect sense now.
  • #1
roam
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Homework Statement


The signum function is defined by$$sgn(t)=\left\{\begin{matrix}-1, \ t<0\\0, \ t=0 \\ 1, \ t>0 \end{matrix}\right.$$It has derivative$$\frac{d}{dt} sign(t) = 2 \delta(t)$$Use this result to show that ##j2\pi \nu S(\nu)=2,## and give an argument why ##S(0)=0.## Where ##S(\nu)## denotes the Fourier transform of the signum function

The Attempt at a Solution



I know that the Fourier transform of the sign function is:$$S(\nu)=\frac{1}{j\pi \nu}.$$
If we substitute this into ##j2\pi \nu S(\nu),## we get ##2## as expected. But the question wants us to show this result without deriving an expression for the Fourier transform of ##sgn(t).## How can we do this?

Furthermore, if we substitute ##0## in ##S(\nu)## we get ##S(0)=1/j\pi (0) = \infty.## So what does the question mean by giving an argument that ##S(0)=0##?
 
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  • #2
If the F.T. of ## f(t) ## is ## F(\nu) ##, isn't F.T. ## f'(t)=j \nu F(\nu) ## ? (with possibly a factor of ## 2\pi ## depending on your definition of F.T. and your frequency variable.) And you can readily compute the F.T. of the delta function..I don't have a good answer for the S(0)=0 yet...editing...For S(0), it appears the function ## S(\nu) ## goes symmetrically from minus infinity to plus infinity near ## \nu=0 ##...
 
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  • #3
Don't trust a given formula for S(v) here. You can derive S(0) yourself, and the result should be zero.
 
  • #4
mfb said:
Don't trust a given formula for S(v) here. You can derive S(0) yourself, and the result should be zero.

How would you derive ##S(0)##? Did you use the sifting property ##S(0)=\int^\infty_{-\infty} \delta (t) \frac{1}{j \pi \nu} d\nu## or some other method?
 
  • #5
roam said:
How would you derive ##S(0)##? Did you use the sifting property ##S(0)=\int^\infty_{-\infty} \delta (t) \frac{1}{j \pi \nu} d\nu## or some other method?
Why not use ## S(\nu)=\int sgn(t)exp(-i 2\pi \nu t) dt ## and set ## \nu=0 ##. The function is odd so the integral is 0. See also my post #2.
 
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  • #6
So using the property ##\frac{d f(t)}{dt} \leftrightarrow j 2 \pi \nu F(\nu),## we will have:

$$2 \delta (t) = j 2 \pi \nu S(\nu).$$

But according to the question this should be equal to just ##2.## How do I make the Dirac delta disappear?
 
  • #7
roam said:
So using the property ##\frac{d f(t)}{dt} \leftrightarrow j 2 \pi \nu F(\nu),## we will have:

$$2 \delta (t) = j 2 \pi \nu S(\nu).$$

But according to the question this should be equal to just ##2.## How do I make the Dirac delta disappear?
Simple: ## 2\pi j \nu S(\nu)=F.T.( 2 \delta(t)) ##. The F.T. of the delta function is 1.
 
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  • #8
Thank you, that makes perfect sense now.
 
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1. What is the Sign function property?

The Sign function, denoted as sgn(x), is a mathematical function that returns the sign of a given number x. It returns 1 if x is positive, -1 if x is negative, and 0 if x is equal to 0.

2. What is the property of Sign function?

The property of Sign function is that it always returns a value of 1, -1, or 0, depending on the sign of the input number. This property can be used to prove various mathematical equations and inequalities.

3. How do you prove a property of Sign function?

To prove a property of Sign function, you need to use mathematical induction. This involves proving the property for a base case, typically when x is equal to 0, and then showing that the property holds for all positive and negative integers. This can be done by using the definition of Sign function and basic algebraic manipulations.

4. What are some common properties of Sign function?

Some common properties of Sign function include the fact that sgn(x) = -sgn(-x), sgn(x) * x = |x|, and sgn(x) * sgn(y) = sgn(x * y). These properties can be used to simplify equations and solve inequalities involving Sign function.

5. What are some applications of Sign function property proof?

Sign function property proof is commonly used in various fields of mathematics such as calculus, linear algebra, and number theory. It is also essential in physics and engineering to solve problems involving equations and inequalities with Sign functions.

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