Understanding Energy of a Signal: Integral & Absolute Value Sign

AI Thread Summary
The discussion focuses on the mathematical definition of the energy of a signal, specifically the integral of the magnitude of the signal squared, expressed as ∫(|f(t)|^2). It clarifies that for real-valued functions, the absolute value does not affect the outcome since squaring the function eliminates the need for absolute values. For complex-valued functions, the magnitude squared is defined as |f|^2 = p^2 + q^2, where f(t) = p(t) + i*q(t). The conversation highlights the simplicity of these concepts once understood, emphasizing the distinction between trivial and complex math problems. Understanding these principles is crucial for analyzing signal energy effectively.
cybernoodles
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Hi All,

I am confused about what is meant in the mathematical definition for the energy of a signal. Why is it the integral of the magnitude of the signal squared?

∫(|f(t)|^2)

How do I deal with the absolute value sign? I do not have much experience with absolute value signs in integrals. I did do a search but am still confused. How do I even know if a function will need to be readjusted according to the absolute value sign and, if so, how do I rewrite the function so that it obeys the absolute value condition?
 
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If f(t) is a real-valued function the absolute values just "go away", because |f\,|^2 = |f\,| \times |f\,| = f\,{}^2
is always true - it doesn't matter whether f is positive, negative, or zero.

If f is a complex-valued function and f(t) = p(t) + i\,q(t), then
|f\,|^2 = p^2 + q^2
 
Wow that was so simple. Thanks!
 
cybernoodles said:
Wow that was so simple.

Somebody once said, "There are only two types of math problem: the trivial ones that you know how to solve, and the impossible ones that you don't" :smile:
 
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