Convolution and Impulse Signals

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SUMMARY

Convolution is defined as the multiplication and integral of two signals, but confusion arises regarding its commutative property. The discussion highlights that while convolution appears to yield different results when convolving two general functions, it maintains commutativity when one of the functions is an impulse signal. This indicates that convolution can be effectively understood as an operation between an impulse function and a generic signal, rather than solely between two generic signals. The reference to the Wikipedia article clarifies the symmetric nature of convolutions.

PREREQUISITES
  • Understanding of basic signal processing concepts
  • Familiarity with mathematical operations such as integration and multiplication
  • Knowledge of impulse functions in signal theory
  • Basic grasp of properties of convolution, including commutativity
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  • Study the mathematical definition and properties of convolution in detail
  • Explore examples of convolution involving impulse functions and generic signals
  • Learn about the applications of convolution in signal processing and systems analysis
  • Investigate the implications of the commutative property in different signal types
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Students and professionals in signal processing, electrical engineering, and mathematics who seek to deepen their understanding of convolution and its properties.

cshum00
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I am a little confused about convolutions.

I know that convolution is the multiplication and then integral of the two signals. The confusion starts at the commutative property. If i try to change the time-shift from signal to another for any 2 general functions or equations the commutative property doesn't work out.

for example:
let x(t) = sin(t)
and h(t) = t^2

If you try to convolve the signals above with the commutative property you get 2 different results.

However, the convolution's commutative property does work out if h(t) were to be a impulse function. So, does it mean that convolution is only an integral between an impulse signal and a generic signal and not two generic signals? (which is the part i am confused because i have seen examples of convolving 2 different signals)
 
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I'm not sure what you are referring to. This article shows how convolutions are symmetric
http://en.wikipedia.org/wiki/Convolution"
Scroll down to "Definitions" for the commutative property.
 
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