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Why are frequencies represented as complex numbers?

In a FFT, the resulting frequencies represent both magnitude and phase. Since each frequency element in the output array of an FFT essentially just describes the SIN wave at each frequency interval, shouldn't it just be magnitude that we need? What is the significance of the phase represented in the imaginary part of the complex number?

To clarify my question, to be able to put a meaning to the phase of a wave, I need a reference point or reference wave.

When an FFT reports the phase for each sin wave in the resulting frequency domain output, what is the reference wave with respect to which it is reporting the phase?

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user605957 Avatar asked Apr 27 '12 21:04

user605957


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Can frequency be a complex number?

complex frequency means frequency with phase information. real part is rate of decay and imaginary part is rate of oscillation. This occurs when the matrix we solve to get frequency is asymmetric.

Why are waves represented by complex numbers?

Waves as complex numbers So the addition of waves can be represented as the addition of complex numbers. But complex numbers have additional properties that make them more useful than 2D real vectors for the representation of waves. So wave equations are almost always expressed with complex numbers.

What does a complex frequency mean?

Definition: A type of frequency that depends on two parameters ; one is the ” σ” which controls the. magnitude of the signal and the other is “w”, which controls the rotation of the signal ; is known as “complex frequency”.

Why do we use complex numbers in electronics?

Complex numbers are convenient to represent and calculate both AC signals and impedance. The two dimensions, length and angle, allows us to calculate amplitude and phase together, and keep them consistent.


2 Answers

Plot showing the effect of phase in summed sine waves

Because the phase of different components affects the total signal. The two functions in the plot are both summed from sine waves with periods of pi and 2pi, but the phase of the p=2pi sine waves are different. As you can see, the outputs are not the same.

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japreiss Avatar answered Sep 20 '22 13:09

japreiss


Well in layman's words: magnitude tells you how much of that frequency is there, and phase tells you where it is.

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snies Avatar answered Sep 19 '22 13:09

snies