How Does the Derivative of the Delta Function Affect y(t) in Signal Processing?

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SUMMARY

The discussion focuses on the impact of the derivative of the delta function, denoted as δ'(t), on the output signal y(t) in signal processing. The input signal x(t) is a real-valued bandlimited signal with bandwidth W, and y(t) is defined as y(t) = x(t)p(t), where p(t) is expressed as a summation of δ'(t-kT) for k from -∞ to ∞. The integral properties of the delta function and its derivative are explored, particularly how integration by parts reveals that the derivative of the delta function acts on a test function f(x) to yield -f'(0).

PREREQUISITES
  • Understanding of delta functions and their properties in signal processing
  • Familiarity with integration by parts in the context of distributions
  • Knowledge of bandlimited signals and their spectral characteristics
  • Proficiency in Mathematica for symbolic computation
NEXT STEPS
  • Study the properties of the delta function and its derivatives in detail
  • Learn about the implications of bandlimited signals in signal processing
  • Explore the use of integration by parts with distributions in mathematical analysis
  • Investigate the application of Mathematica for signal processing simulations
USEFUL FOR

Signal processing students, mathematicians working with distributions, and engineers involved in analyzing bandlimited signals will benefit from this discussion.

ace1719
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I have an evil TA (who makes the assignments) who likes to give us torturously difficult assignments on stuff we haven't been taught (and in many cases don't even understand conceptually).

Homework Statement


The input signal, x(t) is a real-valued bandlimited signal with bandwidth W. Find y(t).


Homework Equations


I'm using mathematica notation here, so I'm not sure whether it will come out properly or not.

a. y(t)=x(t)p(t)

b. p(t)=\sum\delta'(t-kT) where k goes from -∞ to ∞
and \delta'(t)=\frac{d}{dt}\delta(t)

The Attempt at a Solution


x(t) is not explicitly given in the question, but it's spectrum is, however the real issue here is finding p(t). I know the integral of the delta function is 1, so does that mean the derivative of the delta function is 0, therefore making the summation (essentially an integral) a constant in discrete time?
 

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The delta function is a distribution and so is the derivative of the delta function. The defining property of the delta function is that

\int_{-\infty}^{+\infty}f(x)\delta(x)dx = f(0)

To find what the derivative does, you can just do integration by parts formally (note that you can assume that ##f## vanishes outsides a closed interval). Thus

\int_{-\infty}^{+\infty} f(x)\delta^\prime(x)dx = - \int_{-\infty}^{+\infty} f^\prime(x)\delta(x) = -f^\prime(0)

There are other formulas for the derivative of the delta function for example

\delta^\prime(x) = -\frac{\delta(x)}{x}

but these should be interpreted properly.
 

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