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Problems 485 1 2 x (f) = e N 0, ƒ f ƒ … 2B 0, f elsewhere (a) Find the autocorrelation function for the output y(t). (b) Find the PDF for y(t). (c) When are the two random variables y 1 = y(t 1 ) and y 2 = y(t 2 ) independent? 6–27 A linear filter evaluates the T-second moving average of an input waveform, where the filter output is y(t) = 1 T L and x(t) is the input. Show that the impulse response is h(t) = (1T ) P (tT ). 6–28 For Problem 6–27 show that R y (t) = 1 T L T -T t+(T/2) t-(T/2) x(u) du a1 - |u| T bR x(t - u) du If R x (t) = e -|t| and T = 1 sec, plot R y (t), and compare it with R x (t). ★ 6–29 As shown in Example 6–8, the output signal-to-noise ratio of an RC LPF is given by Eq. (6–95) when the input is a sinusoidal signal plus white noise. Derive the value of the RC product such that the output signal-to-noise ratio will be a maximum. 6–30 Assume that a sine wave of peak amplitude A 0 and frequency f 0 , plus white noise with n (f) = N 0 2, is applied to a linear filter. The transfer function of the filter is 1 H (f) = B (B - |f| ), |f| 6 B L 0, f elsewhere where B is the absolute bandwidth of the filter. Find the signal-to-noise power ratio for the filter output. 6–31 For the random process x(t) with the PSD shown in Fig. P6–31, determine (a) The equivalent bandwidth. (b) The RMS bandwidth. p x (f) 2.0 5 kHz Figure P6–31 +5 kHz f
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Problems 485<br />
1<br />
2<br />
x (f) = e<br />
N 0, ƒ f ƒ … 2B<br />
0, f elsewhere<br />
(a) Find the autocorrelation function for the output y(t).<br />
(b) Find the PDF for y(t).<br />
(c) When are the two random variables y 1 = y(t 1 ) and y 2 = y(t 2 ) independent?<br />
6–27 A linear filter evaluates the T-second moving average of an input waveform, where the filter<br />
output is<br />
y(t) = 1 T L<br />
and x(t) is the input. Show that the impulse response is h(t) = (1T ) P (tT ).<br />
6–28 For Problem 6–27 show that<br />
R y (t) = 1 T L<br />
T<br />
-T<br />
t+(T/2)<br />
t-(T/2)<br />
x(u) du<br />
a1 - |u|<br />
T bR x(t - u) du<br />
If R x (t) = e -|t| and T = 1 sec, plot R y (t), and compare it with R x (t).<br />
★ 6–29 As shown in Example 6–8, the output signal-to-noise ratio of an RC LPF is given by Eq. (6–95)<br />
when the input is a sinusoidal signal plus white noise. Derive the value of the RC product such<br />
that the output signal-to-noise ratio will be a maximum.<br />
6–30 Assume that a sine wave of peak amplitude A 0 and frequency f 0 , plus white noise with n (f) = N 0 2,<br />
is applied to a linear filter. The transfer function of the filter is<br />
1<br />
H (f) = B (B - |f| ), |f| 6 B<br />
L<br />
0, f elsewhere<br />
where B is the absolute bandwidth of the filter. Find the signal-to-noise power ratio for the filter<br />
output.<br />
6–31 For the random process x(t) with the PSD shown in Fig. P6–31, determine<br />
(a) The equivalent bandwidth.<br />
(b) The RMS bandwidth.<br />
p x (f)<br />
2.0<br />
5 kHz<br />
Figure P6–31<br />
+5 kHz<br />
f