Sampling: Multiplication by Square Wave

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SUMMARY

The discussion focuses on the process of multiplying a band-limited input signal x(t) by a periodic square wave s(t) to produce an output w(t). The key challenge is determining the maximum period T of the square wave, expressed in terms of the bandwidth ω_M, to avoid aliasing in the output spectrum W(jω). Participants emphasize that this scenario differs from traditional impulse train or zero-order hold sampling, highlighting the need for a deeper understanding of modulation techniques and spectral analysis.

PREREQUISITES
  • Understanding of band-limited signals and their frequency representations
  • Familiarity with modulation techniques, particularly multiplication by sine and square waves
  • Knowledge of aliasing effects in signal processing
  • Proficiency in Fourier analysis and spectral decomposition
NEXT STEPS
  • Study the principles of modulation, focusing on the effects of multiplying signals by sine and square waves
  • Research the concept of aliasing and its implications in signal processing
  • Learn about the spectral characteristics of square waves and their impact on signal integrity
  • Explore advanced topics in Fourier analysis, particularly in relation to band-limited signals
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Signal processing engineers, communications specialists, and students studying modulation techniques and aliasing effects in signal analysis.

cepheid
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We are considering a system in which the input signal x(t) is multiplied by a periodic square wave s(t) in order to produce an output w(t). The input signal is band limited with |X(j\omega)| = 0 \ \ \textrm{for} \ \ |\omega| \geq \omega_M, where \omega_M is the bandwidth. We are supposed to find (given a certain width of the periodic square wave, e.g. T/3), the maximum value of T (in terms of \omega_M) for which there is no aliasing among the replicas of X(j\omega) in W(j\omega).

I do not know how to approach this problem. This is not simple impulse train sampling. It is not zero order hold sampling. In fact...what the hell is this? Multiplication by a square wave? Sorry, I don't know where to start.
 
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Multiplication by a square wave is a form of modulation. Start off multiplying by a sine wave instead, and work out the images with sum and difference math. Then consider what a square wave's spectra looks like...
 

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