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254<br />

Bandpass Signaling Principles and Circuits Chap. 4<br />

independent pieces of information. N is said to be the number of dimensions required to<br />

specify the waveform.<br />

Computer simulation is often used to analyze communication systems. The bandpass<br />

dimensionality theorem tells us that a bandpass signal B T Hz wide can be represented over a<br />

T 0 -second interval, provided that at least N = 2B T T 0 samples are used. More details about the<br />

bandpass sampling theorem are discussed in study-aid Prob. SA4–5.<br />

4–7 RECEIVED SIGNAL PLUS NOISE<br />

Using the representation of bandpass signals and including the effects of channel filtering, we<br />

can obtain a model for the received signal plus noise. Referring to Fig. 4–1, the signal out of<br />

the transmitter is<br />

s(t) = Re[g(t)e jv ct ]<br />

where g(t) is the complex envelope for the particular type of modulation used. (See Table<br />

4–1.) If the channel is linear and time invariant, the received signal plus noise is<br />

r(t) = s(t) * h(t) + n(t)<br />

(4–35)<br />

where h(t) is the impulse response of the channel and n(t) is the noise at the receiver input.<br />

Furthermore, if the channel is distortionless, its transfer function is given by Eq. (4–29), and<br />

consequently, the signal plus noise at the receiver input is<br />

r(t) = Re[Ag(t - T g )e j1v ct+u(f c )2 + n(t)]<br />

(4–36)<br />

where A is the gain of the channel (a positive number usually less than 1), T g is the channel<br />

group delay, and u(f c ) is the carrier phase shift caused by the channel. In practice, the values for<br />

T g and u(f c ) are often not known, so that if values for T g and u(f c ) are needed by the receiver to<br />

detect the information that was transmitted, receiver circuits estimate the received carrier phase<br />

u(f c ) and the group delay (e.g., a bit synchronizer in the case of digital signaling). We will<br />

assume that the receiver circuits are designed to make errors due to these effects negligible;<br />

therefore, we can consider the signal plus noise at the receiver input to be<br />

r(t) = Re[g(t)e jv ct ] + n(t)<br />

(4–37)<br />

where the effects of channel filtering, if any, are included by some modification of the complex<br />

envelope g(t) and the constant A c that is implicit within g(t) (see Table 4–1) is adjusted to<br />

reflect the effect of channel attenuation. Details of this approach are worked out in Sec. 8–6.<br />

4–8 CLASSIFICATION OF FILTERS AND AMPLIFIERS<br />

Filters<br />

Filters are devices that take an input waveshape and modify the frequency spectrum to<br />

produce the output waveshape. Filters may be classified in several ways. One is by the type of<br />

construction used, such as LC elements or quartz crystal elements. Another is by the type of

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