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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 fmf_m Hz can be completely represented by, and exactly recovered from, its uniformly spaced samples if the sampling frequency satisfies fs≥2fmf_s \ge 2f_m. The minimum rate 2fm2f_m is the Nyquist rate; recovery is done with an ideal low-pass filter.

Nyquist rate of x(t)=12πcos⁡(4000πt)cos⁡(1000πt)x(t) = \frac{1}{2\pi}\cos(4000\pi t)\cos(1000\pi t)

Step 1: convert the product to a sum using cos⁡Acos⁡B=12[cos⁡(A+B)+cos⁡(A−B)]\cos A\cos B = \frac{1}{2}[\cos(A+B) + \cos(A-B)]:

x(t)=12π⋅12[cos⁡(5000πt)+cos⁡(3000πt)]=14πcos⁡(5000πt)+14πcos⁡(3000πt)\begin{aligned} x(t) &= \frac{1}{2\pi}\cdot\frac{1}{2}\left[\cos(5000\pi t) + \cos(3000\pi t)\right] \\ &= \frac{1}{4\pi}\cos(5000\pi t) + \frac{1}{4\pi}\cos(3000\pi t) \end{aligned}

Step 2: frequencies.

Componentω\omega (rad/s)ff (Hz)
cos⁡(5000πt)\cos(5000\pi t)5000π5000\pi2500
cos⁡(3000πt)\cos(3000\pi t)3000π3000\pi1500

Highest frequency fm=2500f_m = 2500 Hz.

Step 3: Nyquist rate and interval.

fN=2fm=2×2500=5000 HzTN=1fN=15000=0.2 ms\begin{aligned} f_N &= 2f_m = 2\times2500 = 5000\ \text{Hz} \\ T_N &= \frac{1}{f_N} = \frac{1}{5000} = 0.2\ \text{ms} \end{aligned}

Answer: Nyquist rate =5000= 5000 samples/s (5 kHz, ωN=10000π\omega_N = 10000\pi rad/s); Nyquist interval =0.2= 0.2 ms =200 μ= 200\ \mus.

Note: the highest frequency is not 2000 Hz (from cos⁡4000πt\cos 4000\pi t alone); multiplication creates the sum frequency 2500 Hz.

✓ Answer checked by Claude Opus 5.5 (high effort)

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