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Sec. 7–6 Comparison of Digital Signaling Systems 521<br />

P e = probability of bit error<br />

1.0<br />

0.5<br />

10 1<br />

10 2<br />

10 3<br />

10 4<br />

10 5<br />

Q( 2(E b / N 0 ))<br />

Polar baseband,<br />

BPSK, QPSK,<br />

or MSK<br />

1<br />

e (E b / N 0<br />

2<br />

)<br />

DPSK<br />

Q( E b / N 0 )<br />

Unipolar baseband,<br />

coherent OOK, or<br />

coherent FSK<br />

1<br />

e(1/2)(Eb / N0)<br />

2<br />

Noncoherent OOK, or<br />

noncoherent FSK<br />

10 6<br />

10 7<br />

1 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15<br />

(E b /N 0 ) (dB)<br />

Figure 7–14 Comparison of the probability of bit error for several digital signaling schemes.<br />

7–6 COMPARISON OF DIGITALSIGNALING SYSTEMS<br />

Bit-Error Rate and Bandwidth<br />

Table 7–1 compares the BER for the different signaling techniques that were described in the<br />

previous sections. Also tabulated is the minimum bandwidth for these signals. The minimum<br />

absolute bandwidth is attained when sin x/x data pulses are used, as described in Chapters 3<br />

and 5 (except for the special case of MSK).<br />

In Fig. 7–14, the BER curves are plotted using the equations presented in Table 7–1.<br />

Except for the curves describing the noncoherent detection cases, all of these results assume<br />

that the optimum filter—the matched filter—is used in the receiver. In practice, simpler filters<br />

work almost as well as the matched filter. For example, in a computer simulation of a BPSK<br />

system with a three-pole Butterworth receiving filter having a bandwidth equal to the bit rate,<br />

the E b /N 0 needs to be increased no more than 0.4 dB to obtain the same BER as that obtained<br />

when a matched filter is used (for error rates above 10 -12 ).

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