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Home » GATE Study Material » Electrical Engineering » Basic Concepts » An Introduction To Signals

Basic Concepts

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An Introduction To Signals


Frequency of Sinusoidal Signals

        Frequency is a parameter that determines how often the sinusoidal signal goes through a cycle.  It is usually represented with the symbol f, and it has the units hertz (sec-1 ).  Here is the simulator you saw above.

This signal repeats every 4 seconds.  We say that this signal has a period of 4 seconds, and we usually represent the period of the signal as "T".  Here we have T = 4 sec.  The frequency of the signal is the reciprocal of the period.  That's why the frequency is indicated as 0.25 in the simulator.  When "f" is the frequency, we have:

f = 1/T
f is in Hertz (Hz)
T is in seconds (sec)

For the signal above, the frequency is 0.25 Hz.  We get that from:

f = 1/T = 1/2 = 0.25 Hz.

Now, you can also change the frequency in the simulator above.  Change the frequency and observe what happens.  Try a frequency of 0.5 Hz, 1 Hz, etc.


Problem

P2.   Here is Willy Nilly's signal again.  Determine the frequency of this signal.  Hint:  First determine the period of the signal.


        A sinusoidal signal (sine or cosine) can be represented mathematically.  If we attempt to use the information we have on the sinusoidal signal we've been looking at to write a mathematical expression for the signal, we would write (Note the 2p factor in the expression!):

V(t) = A cos(2pft)

In this expression:

  • A is the amplitude,
  • f is the frequency.
    • w = 2pf is the angular frequency
        Frequency of a sinusoid is something that you can perceive.  Frequency of a sinusoid determines the pitch you hear in the sound it make when a speaker is driven with a sinusoid.  Here are three signals you can listen to by clicking the hotwords.  They are chosen to be at frequencies in ratios of 2:1.

        Notice how these sounds are what a musician would call an octave apart.


Phase of Sinusoidal Signals

        Sinusoidal signals don't need to start at zero at t = 0.  There are other possibilities.  Here are two sinusoidal signals.

These two signals have the same amplitude and frequency, but they are not the same.  The difference in the two signals is in their phase.  Phase is another parameter of sinusoids.  Consider how we might write mathematical expressions for the signals in the plot above.

  • For the "red" signal, we can write:
    • vred(t) = 150sin(2p60t) = 150cos(2p60t - p/2)
    • This signal has a phase angle of -p/2.
  • For the "blue" signal, we can write:
    • vblue(t) = 150sin(2p60t-p/2) = -150cos(2p60t)
    • This signal has a phase angle of -p radians.
  • In general, any sinusoidal signal can be written as:
    • vsignal(t) = Asin(2pft + f), where:
    • A = amplitude,
    • f = frequency,
    • f = phase.
Note the following points about sinusoidal signals.
  • Any time you use a sinusoidal signal you have to make an arbitrary decision about where the time origin (t = 0) is located.
    • If you have just one signal you can often choose the time origin to be the instant when the signal goes through zero.  Then
    • If you have more than one signal, you can often choose one of the signals as a reference - with zero phase - and measure phase from that reference.
  • In the example above, we chose the red signal as the reference, and the blue signal has a phase of -p/2 radians.
  • We have used the sine function here, but we could also have done everything with cosines.
Here is the simulator again.  This time you can vary the phase.  We have set things up so that you can input the phase in degrees rather than radians, and we have done the conversion internally.  That's the way EEs normally think of things anyway.


Problems

P3.   Here are two signals.  Both signals have the same amplitude.  Determine the amplitude of the two signals.

P4.   Next, determine the frequency of the two signals.

P5.   Now, determine the phase of the "blue" signal assuming that the "red" signal is the reference.  Give your answer in radians.


What If The Signal Isn't Sinusoidal?

        Sinusoidal signals aren't always the most interesting kind of signal.  They keep doing the same thing over and over.  However, other signals which contain information can often be thought of as combinations of sinusoidal signals.  That includes periodic signals - which repeat in time but not sinusoidally - and even non-periodic signals.  Even totally random signals are often viewed as having frequency components and that concept is borrowed from concepts that first arise when you consider sinusoidal signals.

        So, even if you don't ever see a sinusoidal signal again, you may well be trying to deal with sinusoidal components.  As you get into the study of signals you'll deal with numerical algorithms - like the FFT - that decompose signals into sinusoidal components.  You'll find many uses for whatever you learn about sinusoids.


What About Other Signals?

        There are many other kinds of signals besides sinusoidal signals.

  • Some signals are periodic, but not sinusoidal.  Those signals will have a Fourier Series representation.  That's just a way of representing periodic signals as sums of sinusoids.  Fourier Series are at the root of numerical algorithms like the Fast Fourier Transform - the FFT - and are widely used in the analysis of signals.
  • Other signals may not even be periodic.  Those signals are also of interest, and we can look at how those signals look.
        Here is an example of a periodic, non-sinusoidal signal.

Now, difficult as it is to imagine, this signal can be represented as a sum of sinusoidal signals.  While that is a subject for another lesson, you should be motivated to learn everything you can about sinusoidal signals.  The things you don't learn can prevent you from continuing when you get to concepts like representing this signal with a sum of sinusoidal signals.


Other Signals

        Information carrying signals will vary in time.  A constant signal really doesn't convey any information.  However, when you are dealing with time-varying signals things that you know about constant signals may still hold true.  In particular.

  • KVL still holds for time-varying signals.  In fact, KVL holds at every instant of time.
  • KCL also is true at every instant of time.
We'll ask you to use those in some of the problems below.
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