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How does Euler's formula connect the rotation convention to the real and imaginary parts of the Fourier integral?

Euler's formula expresses the rotating complex exponential e−2πifte^{-2\pi i ft} as cos⁡(2πft)−isin⁡(2πft)\cos(2\pi ft) - i\sin(2\pi ft). When integrated against a signal g(t)g(t), this separates the Fourier transform into two distinct real-valued integrals: the real part corresponds to the correlation with cosine, and the imaginary part corresponds to the correlation with negative sine. This decomposition allows the complex spectrum to encode both amplitude and phase information.

Conditions

  • Using the convention where negative exponents denote clockwise rotation.
  • g(t)g(t) is a real-valued function.

Reasoning, step by step

  1. Apply Euler's identity: e−iθ=cos⁡θ−isin⁡θe^{-i\theta} = \cos\theta - i\sin\theta with θ=2πft\theta = 2\pi ft.
  2. Substitute this into the integral definition CT(f)=1T∫0Tg(t)e−2πiftdtC_T(f) = \frac{1}{T}\int_0^T g(t)e^{-2\pi i ft} dt.
  3. Distribute g(t)g(t) and split the integral into real and imaginary components.
  4. Identify the Real part as 1T∫0Tg(t)cos⁡(2πft)dt\frac{1}{T}\int_0^T g(t)\cos(2\pi ft) dt.
  5. Identify the Imaginary part as −1T∫0Tg(t)sin⁡(2πft)dt-\frac{1}{T}\int_0^T g(t)\sin(2\pi ft) dt.
  6. Note that for real signals, positive and negative frequency components are conjugately symmetric.

Example

The script states: 'Euler’s formula writes the rotation as a complex exponential... Real and imaginary parts record the two coordinate averages.' Formula: e−2πift=cos⁡(2πft)−isin⁡(2πft)e^{-2\pi i ft}=\cos(2\pi ft)-i\sin(2\pi ft).

Common misconceptions

  • Thinking that the real part alone is sufficient to describe the signal; phase information resides in the interplay between real and imaginary parts.
  • Confusing the sign convention; some texts use +i+i for forward rotation, requiring a matching inverse definition.

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