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Thus, the process of modulation (or upconversion), which requires a change of frequencies, must be either nonlinear or time varying(or both). One useful way to modulate is with multiplication; consider the product of the message waveform w ( t ) with a cosine wave

s ( t ) = w ( t ) cos ( 2 π f 0 t ) ,

where f 0 is called the carrier frequency. The Fourier transform can now be used to show thatthis multiplication shifts all frequencies present in the message by exactly f 0 Hz.

Using one of Euler's identities [link] ,

cos ( 2 π f 0 t ) = 1 2 e j 2 π f 0 t + e - j 2 π f 0 t ,

one can calculate the spectrum (or frequency content) of the signal s ( t ) from the definition of the Fourier transform given in [link] . In complete detail, this is

S ( f ) = F { s ( t ) } = F { w ( t ) cos ( 2 π f 0 t ) } = F w ( t ) 1 2 e j 2 π f 0 t + e - j 2 π f 0 t = - w ( t ) 1 2 e j 2 π f 0 t + e - j 2 π f 0 t e - j 2 π f t d t = 1 2 - w ( t ) e - j 2 π ( f - f 0 ) t + e - j 2 π ( f + f 0 ) t d t = 1 2 - w ( t ) e - j 2 π ( f - f 0 ) t d t + 1 2 - w ( t ) e - j 2 π ( f + f 0 ) t d t = 1 2 W ( f - f 0 ) + 1 2 W ( f + f 0 ) .

Thus, the spectrum of s ( t ) consists of two copies of the spectrum of w ( t ) , each shifted in frequency by f 0 (one up and one down) and each half as large.This is sometimes called the frequency shifting property of the Fourier transform, and sometimes called the modulation property. [link] shows how the spectra relate. If w ( t ) has the magnitude spectrum shown in part (a) (this is shown bandlimited to f and centered at zero Hz or baseband , though it could be elsewhere),then the magnitude spectrum of s ( t ) appears as in part (b). This kind of modulation (or upconversion , or frequency shift), is ideal for translating speech, music, or other low frequency signalsinto much higher frequencies (for instance, f 0 might be in the AM or UHF bands)so that they can be transmitted efficiently. It can also be used to convert a high frequency signalback down to baseband when needed, as will be discussed in [link] and in detail in [link] .

Any sine wave is characterized by three parameters: the amplitude, frequency, and phase. Any of these characteristics can be used asthe basis of a modulation scheme: modulating the frequency is familiar from the FM radio, and phase modulation is commonin computer modems. A major example in this book is amplitudemodulation as in [link] , where the message w ( t ) is multiplied by a high frequency sinusoid with fixed frequency and phase.Whatever the modulation scheme used, the idea is the same: a sinusoid is used to translate themessage into a form suitable for transmission.

Referring to [link] , find which frequencies are present in W ( f ) and not in S ( f ) ? Which frequencies are present in S ( f ) and not in W ( f ) ?

Using [link] , draw analogous pictures for the phase spectrum of s ( t ) as it relates to the phase spectrum of w ( t ) .

Suppose that s ( t ) is modulated again, this time via multiplication with a cosine of frequency f 1 . What is the resulting magnitude spectrum?Hint: Let r ( t ) = s ( t ) cos ( 2 π f 1 t ) , and apply [link] to find R ( f ) .

Action of a modulator: If the message signal w(t) has the magnitude spectrum shown in part (a), then the modulated signal s(t) has the magnitude spectrum shown in part (b).
Action of a modulator: If the message signal w ( t ) has the magnitude spectrum shown in part (a), then the modulated signal s ( t ) has the magnitude spectrum shown in part (b).

Frequency division multiplexing

When a signal is modulated, the width (in Hertz) of the replicasis the same as the width (in Hertz) of the original signal. This is a direct consequence of [link] . For instance, if the message is bandlimited to ± f * , and the carrier is f c , then the modulated signal has energy in the range from - f * - f c to + f * - f c and from - f * + f c to + f * + f c . If f * f c , then several messages can be transmitted simultaneously by using differentcarrier frequencies.

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Source:  OpenStax, Software receiver design. OpenStax CNX. Aug 13, 2013 Download for free at http://cnx.org/content/col11510/1.3
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