DC Component
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The DC component (from “direct current”) is the zero-frequency component of a signal — its average value or constant offset.
Definition
For a signal $g(x)$, the DC component is:
$$ g_{DC} = \lim_{T \to \infty} \frac{1}{T} \int_{-T/2}^{T/2} g(x) \, dx $$In terms of the Fourier transform, the DC component is the value at zero frequency:
$$ G(0) = \int_{-\infty}^{\infty} g(x) \, dx $$Why “DC”?
The term comes from electrical engineering:
- DC (Direct Current): Constant, non-oscillating current
- AC (Alternating Current): Oscillating current with non-zero frequency
By analogy, the “DC component” of any signal is the part that doesn’t oscillate — the constant offset.
Properties
| Property | Description |
|---|---|
| Frequency | $f = 0$ |
| Period | Infinite (no oscillation) |
| Value | Average of the signal |
| In spectrum | Located at the origin |
Examples
- $g(x) = 3 + \cos(2\pi x)$: DC component is 3 (the constant offset)
- $g(x) = \sin(x)$: DC component is 0 (averages to zero)
- $g(x) = \text{rect}(x)$: DC component equals the area of the rectangle
In 2D
For a 2D function $g(x, y)$:
$$ G(0, 0) = \int_{-\infty}^{\infty} \int_{-\infty}^{\infty} g(x, y) \, dx \, dy $$The DC component is the total “volume” under the surface.
Applications
- Image processing: The DC component is the average brightness of an image
- Signal processing: Removing the DC component centers a signal around zero
- Power systems: DC offset in AC signals can indicate faults