- 2078 Bhadra · 8 marks
Plotting line spectra of a CT signal
Short answer
Convert the signal to a sum of positive cosines: x(t)=A₀+Σ Aₖcos(2πfₖt+φₖ). Plot amplitude Aₖ as vertical lines versus frequency fₖ for single-sided spectrum; phase φₖ similarly. Example: x(t)=4+6cos(20πt+30°)+2sin(60πt) gives DC 4, 10 Hz (6,30°), 30 Hz (2,-90°).
Explain how we plot line spectrums of a continuous time signal and illustrate an example.
A line spectrum shows the frequency content of a periodic continuous-time signal as vertical lines at the discrete frequencies present (the harmonics). There are two plots: the amplitude (magnitude) spectrum and the phase spectrum.
Procedure
- Express the signal as a sum of cosines (or a Fourier series): x(t) = A₀ + Σ Aₖ cos(2πfₖt + φₖ). Convert sines using sin θ = cos(θ - 90°), and make all amplitudes positive by adjusting the phase by ±180°.
- Identify each frequency fₖ, its amplitude Aₖ and its phase φₖ.
- Plot amplitude Aₖ against frequency as a vertical line at each fₖ (single-sided), with DC at f = 0.
- Plot phase φₖ against frequency in the same way.
- For a two-sided spectrum, use the complex form: each cosine gives lines of height Aₖ/2 at +fₖ and -fₖ, with phases +φₖ and -φₖ; the DC value stays A₀.
Example
x(t) = 4 + 6 cos(2π·10t + 30°) + 2 sin(2π·30t)
Rewrite 2 sin(2π·30t) = 2 cos(2π·30t - 90°).
| f (Hz) | Amplitude | Phase |
|---|---|---|
| 0 | 4 | 0° |
| 10 | 6 | 30° |
| 30 | 2 | -90° |
Amplitude (single-sided) Phase
6 | | 30 | *
4 | | | 0 +-----+-----+--> f
2 | | | | 10 30
+-+---+------+--> f -90 | *
0 10 30
The two-sided spectrum has lines of height 3 at ±10 Hz and 1 at ±30 Hz, with DC 4. The spacing of the lines is the fundamental frequency (here 10 Hz); a periodic signal always gives a discrete (line) spectrum.
✓ Answer checked by Claude Opus 5.5 (high effort)
Related questions
- Line spectra of 12 + 6sin(140πt+30°) - 9cos(80πt-70°) · Data Communication, chapter 3
- Properties of continuous-time Fourier series · Data Communication, chapter 3
- Fourier transform of e^(-at)u(t) and spectra · Data Communication, chapter 3 · asked 2×
- Magnitude and phase spectra of a sum of sinusoids · Data Communication, chapter 3
- Fourier transform of a DC signal · Data Communication, chapter 3
- Fourier transform of a CT signal · Signals and Systems, chapter 3
- Z-transform of ramp-and-hold continuous signal · Digital Control System, chapter 2
- Line spectrum of a given modulated signal · Communication Systems, chapter 2
- Discrete vs continuous signal; convert (25.25)₁₀ · Digital Logic, chapter 1