- 2069 Bhadra (CS I) · 4+6 marks
PSD and average power of A cos(2πfct + θ)
Short answer
Energy spectral density Ψ_g(f)=|G(f)|² for energy signals; power spectral density S_g(f)=lim |G_T(f)|²/T for power signals. For g(t)=A cos(2πfct+θ), autocorrelation is (A²/2)cos(2πfcτ), PSD is (A²/4)[δ(f-fc)+δ(f+fc)], average power is A²/2 watts into 1Ω. Phase θ does not affect PSD or power.
Define energy and power spectral density functions. Find power spectral density and average power for the periodic signal defined by g(t) = A cos(2πfct + θ).
Energy spectral density
For an energy signal (finite energy, zero average power), the ESD is the squared magnitude of its Fourier transform:
It is also the Fourier transform of the energy autocorrelation .
Power spectral density
For a power signal (finite non-zero average power, infinite energy), the PSD is the power per unit bandwidth, defined with the truncated signal :
By the Wiener–Khinchin theorem, is the Fourier transform of the time-averaged autocorrelation .
PSD and average power of
The signal is periodic with period , so the time average over one period is enough.
Step 1 – autocorrelation:
The second cosine integrates to zero over a full period. Note that does not depend on .
Step 2 – PSD (Fourier transform of , using ):
So the PSD consists of two impulses, each of weight , at .
S(f)
A^2/4 ^ | ^ A^2/4
| | |
-------+---+---+-------> f
-fc 0 fc
Step 3 – average power:
Answer: and average power (watts into a 1 load). The phase has no effect on PSD or power.
✓ Answer checked by Claude Opus 5.5 (high effort)
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