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- 2082 Chaitra · 2+4 marks
Nyquist rate of (1/2π)cos4000πt·cos1000πt
Short answer
Sampling theorem says a band-limited signal with highest frequency fm is exactly recoverable if sampled at fs ≥ 2fm. Convert the product: x(t) = (1/4π)cos(5000πt) + (1/4π)cos(3000πt), giving 2500 Hz and 1500 Hz; fm = 2500 Hz. Nyquist rate = 5000 samples/s, interval = 0.2 ms.
Define sampling theorem. Determine the Nyquist rate and Nyquist interval for the given continuous time signal. x(t) = (1/2π) cos(4000πt) cos(1000πt)
Sampling theorem
A band-limited signal with no frequency components above Hz can be completely represented by, and exactly recovered from, its uniformly spaced samples if the sampling frequency satisfies . The minimum rate is the Nyquist rate; recovery is done with an ideal low-pass filter.
Nyquist rate of
Step 1: convert the product to a sum using :
Step 2: frequencies.
| Component | (rad/s) | (Hz) |
|---|---|---|
| 2500 | ||
| 1500 |
Highest frequency Hz.
Step 3: Nyquist rate and interval.
Answer: Nyquist rate samples/s (5 kHz, rad/s); Nyquist interval ms s.
Note: the highest frequency is not 2000 Hz (from alone); multiplication creates the sum frequency 2500 Hz.
✓ Answer checked by Claude Opus 5.5 (high effort)
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