Signal Processing Toolbox

Communications Applications

The toolbox provides three functions for communications simulation.

Operation	Function
Modulation	modulate
Demodulation	demod
Voltage controlled oscillation	vco

Modulation varies the amplitude, phase, or frequency of a carrier signal with reference to a message signal. The modulate function modulates a message signal with a specified modulation method.

The basic syntax for the modulate function is

• y = modulate(x,fc,fs,'method',opt)
  

where:

• x is the message signal.
• fc is the carrier frequency.
• fs is the sampling frequency.
• method is a flag for the desired modulation method.
• opt is any additional argument that the method requires. (Not all modulation methods require an option argument.)

The table below summarizes the modulation methods provided; see the documentation for modulate, demod, and vco for complete details on each

Method	Description
amdsb-sc or am	Amplitude modulation, double side-band, suppressed carrier
amdsb-tc	Amplitude modulation, double side-band, transmitted carrier
amssb	Amplitude modulation, single side-band
fm	Frequency modulation
pm	Phase modulation
ppm	Pulse position modulation
pwm	Pulse width modulation
qam	Quadrature amplitude modulation

.

If the input x is an array rather than a vector, modulate modulates each column of the array.

To obtain the time vector that modulate uses to compute the modulated signal, specify a second output parameter:

• [y,t] = modulate(x,fc,fs,'method',opt)
  

The demod function performs demodulation, that is, it obtains the original message signal from the modulated signal:

The syntax for demod is

• x = demod(y,fc,fs,'method',opt)
  

demod uses any of the methods shown for modulate, but the syntax for quadrature amplitude demodulation requires two output parameters:

• [X1,X2] = demod(y,fc,fs,'qam')
  

If the input y is an array, demod demodulates all columns.

Try modulating and demodulating a signal. A 50 Hz sine wave sampled at 1000 Hz is

• t = (0:1/1000:2);
  x = sin(2*pi*50*t);
  

With a carrier frequency of 200 Hz, the modulated and demodulated versions of this signal are

• y = modulate(x,200,1000,'am');
  z = demod(y,200,1000,'am');
  

To plot portions of the original, modulated, and demodulated signal:

• figure; plot(t(1:150),x(1:150)); title('Original Signal');
  figure; plot(t(1:150),y(1:150)); title('Modulated Signal');
  figure; plot(t(1:150),z(1:150)); title('Demodulated Signal');
  
  
  
  
  
  
  

Note    The demodulated signal is attenuated because demodulation includes two steps: multiplication and lowpass filtering. The multiplication produces a component with frequency centered at 0 Hz and a component with frequency at twice the carrier frequency. The filtering removes the higher frequency component of the signal, producing the attenuated result.

The voltage controlled oscillator function vco creates a signal that oscillates at a frequency determined by the input vector. The basic syntax for vco is

• y = vco(x,fc,fs)
  

where fc is the carrier frequency and fs is the sampling frequency.

To scale the frequency modulation range, use

• y = vco(x,[Fmin Fmax],fs)
  

In this case, vco scales the frequency modulation range so values of x on the interval [-1 1] map to oscillations of frequency on [Fmin Fmax].

If the input x is an array, vco produces an array whose columns oscillate according to the columns of x.

See FFT-Based Time-Frequency Analysis for an example using the vco function.

Median Filtering

Deconvolution

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