Signal & System Parameters - Bandwidth Selection

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SUMMARY

This discussion focuses on selecting the appropriate bandwidth for a narrow bandpass filter (BPF) when extracting a single harmonic from a pulse train. The user, Erida, seeks clarity on how the width of the pulses affects bandwidth selection. Key insights include the relationship between pulse width and frequency spectra, where narrower pulses lead to a broader frequency spectrum and affect harmonic content. The discussion emphasizes the importance of analyzing frequency spectra and performing Fourier transforms to understand the impact of duty cycle on signal characteristics.

PREREQUISITES
  • Understanding of narrow bandpass filters (BPF)
  • Knowledge of pulse train characteristics and duty cycle
  • Familiarity with Fourier transforms and frequency spectra analysis
  • Experience with signal processing software tools
NEXT STEPS
  • Learn how to perform Fourier transforms using software like MATLAB or Python's NumPy library
  • Research the effects of duty cycle on harmonic content in pulse trains
  • Explore the design and application of narrow bandpass filters in signal processing
  • Investigate the relationship between pulse width and frequency domain characteristics
USEFUL FOR

Signal processing engineers, students studying signals and systems, and anyone involved in designing or analyzing filters and pulse trains.

Erida
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Hi,
Still trying to figure out things with signals and systems... It doesn't go as well as I hoped so please help me...
I was checking out a computer program which allows you to specify the
parameters of any kind of signal going through any kind of system and
then provides you with the output.
I used a narrow bandpass filter in order to extract a single harmonic
from a pulse train with really narrow pulses. What I don't get is how
one should decide what bandwidth to use for the bandpass filter. Is the
fact that the pulses are very narrow or wide of any significance?

Thank you!


Erida
 
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Erida said:
Hi,
Still trying to figure out things with signals and systems... It doesn't go as well as I hoped so please help me...
I was checking out a computer program which allows you to specify the
parameters of any kind of signal going through any kind of system and
then provides you with the output.
I used a narrow bandpass filter in order to extract a single harmonic
from a pulse train with really narrow pulses. What I don't get is how
one should decide what bandwidth to use for the bandpass filter. Is the
fact that the pulses are very narrow or wide of any significance?
Thank you!
Erida
Will your program let you look at the frequency spectra of the input and output signals? That would be the most instructive thing for you at this point. The frequency spectra of a pulse train varies according to how wide the pulses are. If it's exactly a 50% duty cycle square wave, you will see only odd harmonics (fundamental, 3rd harm, 5th, harm, etc.), with the harmonics' amplitude falling off as 1/f. If the pulse train is not 50% duty cycle, then you will get some even harmonic energy, and the amplitudes will fall off with something other than a 1/f characteristic. Note also that there is less energy overall in the fundamental as you lower the duty cycle below 50%.

If you can do a Fourier transform or whatever on the waveforms in your software package, play with the duty cycle of the input waveform as you watch the results in the frequency domain. Then put a narrow BPF around the fundamental frequency, and watch the time domain and frequency domain results.
 

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