Fourier Transform: Phase and Magnitude Sign Flip
1. Fourier Transform Basics
For a signal x(t), its Fourier transform
X(f) can be written in polar form:
X(f) = |X(f)| e^{j φ(f)}
Where:
|X(f)|is the magnitude spectrumφ(f) = arg(X(f))is the phase spectrum
2. Changing the Sign of the Magnitude
If we flip the sign of the magnitude:
X_new(f) = -|X(f)| e^{j φ(f)}
This is equivalent to:
- |X(f)| e^{j φ(f)} = |X(f)| e^{j (φ(f) + π)}
Key Insight: Changing the sign of the magnitude adds
Ï€ (180°) to the phase.
3. Deep Meaning
- Sign flips in frequency → phase shift: Each frequency rotates 180° in the complex plane.
-
Signal reconstruction: Inverse Fourier transform of
X(f)vs-X(f)givesx(t)vs-x(t). - Intuition: Magnitude shows "how much" of each frequency is present, phase shows "how to align" them. Flipping the sign of magnitude inverts the signal in time domain.
4. Example
Suppose X(f) = 2 e^{j π/4}:
- Original phase:
Ï€/4 - Flip sign:
-2 e^{j π/4} = 2 e^{j (π/4 + π)} = 2 e^{j 5π/4}
The phase plot jumps by π.
5. Summary Table
Operation on |X(f)| |
Effect on Phase φ(f) |
Effect on Time-Domain Signal |
|---|---|---|
| None | None | Original signal |
| Flip sign | Add π everywhere | Signal inverted (-x(t)) |