Wideband FM can be Tricky

Listen to each of the signals again by clicking on the waveform. Keep in mind that only the chirp rate is changing. In all cases, the fi(t) formula predicts that the instantaneous frequency would oscillate between 400 Hz and 700 Hz.

chrp4.gif chrp16.gif chrp64.gif chrp128.gif

Click on the names below to display a larger version of the spectrograms.
4-Hz Sine-wave modulated FM ,
16-Hz Sine-wave modulated FM ,
64-Hz Sine-wave modulated FM ,
128-Hz Sine-wave modulated FM .

Doesn't the 64 cycle case sound like a vowel--maybe "aaah" or "owe"?

Notice that the previous ideas about the frequency content of the FM signal are no longer valid !

If the modulation rate gets too large, then our perception of the sounds changes. However, the change is not necessarily a loss, since the chirps created with high-frequency sine waves in their argument seem to posses a harmonic quality (i.e., the spectrum exhibits a number of isolated spectral lines). This fact is the basis of FM synthesis for various musical instruments.

Carson's Rule:
Carson's rule gives the bandwidth of an FM signal as an approximation that sort of works for both narrow band and wideband cases. Let fm be the highest frequency in the **modulating** signal. Let Df be the maximum frequency deviation, which is related to the amplitude of the modulating signal. Let fc be the carrier frequency. Then the bandwidth (BW) of the FM signal (centered on fc) is

BW = 2(fm + Df)

Thus for narrow band FM, DF--> 0 and BW =2fm. For wideband FM, Df >> fm and BW = 2Df. Sometimes you see the formula given in terms of "beta", where beta=Df/fm.

BW = 2(1+beta)fm,

Beta can also be related to a parameter of Bessel functions that arise when you use as the signal model

x_FM(t) = cos( 2π fc t + beta sin(2π fm t) )

If you differentiate the instantaneous frequency of this signal you get

f(t) = 1/2π d θ(t)/dt = fc + beta fm cos(2π fm t)

so beta fm = Df, the maximum frequency deviation about the carrier.

MATLAB

These were generated with MATLAB. Click here to see the code that computes and displays the spectrograms.

Go back up to continue.


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McClellan, Schafer, and Yoder, Signal Processing First, ISBN 0-13-065562-7.
Prentice Hall, Upper Saddle River, NJ 07458. © 2010 Pearson Education, Inc.