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SolSet8 - EE 562a Homework Solutions 8 December 1, 2009 1...

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Unformatted text preview: EE 562a Homework Solutions 8 December 1, 2009 1 1. (a) If the input to the system is D ( t ), then the input to the integrator is D ( t )- D ( t- ). Since the integral of a Dirac delta is a step function, h ( t ) = U( t )- U( t- ) = rect t- / 2 . Since we only need the magnitude squared of the frequency response we can time shift the impulse response without changing the answer. (why?) | H ( f ) | 2 = F rect t- / 2 2 = [ sinc( f )] 2 , where sinc( z ) = sin( z ) / ( z ). The maximum of this spectrum occurs at f = 0, so max f | H ( f ) | 2 = | H (0) | 2 = 2 . To integrate the sinc-squared it is easiest to use Parsevals theorem: Z - | H ( f ) | 2 df = Z - | h ( t ) | 2 dt = Z dt = It follows that for this system B N = 1 2 . (b) Using complex impedance methods, this simple voltage divider has frequency response H ( f ) = 1 / (i2 fC ) R + 1 / (i2 fC ) = 1 1 + (i2 f ) RC . The corresponding square-magnitude is | H ( f ) | 2 = 1 [1 + (i2 f ) RC ][1- (i2 f ) RC ] = 1 1 + (2 fRC ) 2 . The maximum of this spectrum again occurs at DC. max f | H ( f ) | 2 = | H (0) | 2 = 1 . There are several ways to evaluate the integral of | H ( f ) | 2 . One possibility is to use the fact that the Cauchy probability density a [ a 2 + x 2 ] integrates to 1 over x for any positive parameter a . Z - | H ( f ) | 2 df = Z - 1 1 + (2 fRC ) 2 df = 1 2 RC Z - 1 2 RC 1 (2 RC ) 2 + f 2 df = 1 2 RC . could also find the inverse transform F- 1 {| H ( f ) | 2 } = 1 2 RC e- | | RC . Evaluting at = 0 yields the same answer as found before. Whatever the method, it follows that the noise bandwidth for this system is B N = 1 4 RC . Note that if R is in Ohms and C is in Farads, then B N is in Hertz. 2 EE 562a Homework Solutions 8 December 1, 2009 (c) If we call the input to system n ( u,t ) and the output x ( u,t ), then S x ( f ) = | H ( f ) | 2 S n ( f ) = | H ( f ) | 2 N o 2 . So the average power in the output is R x (0) = Z - S x ( f ) df = N o 2 Z - | H ( f ) | 2 df = N o B N max f | H ( f ) | 2 . Since there is no delta function at f = 0, this process has no DC component and hence its mean is zero. So we have R x (0) = K x (0) = V ar { x ( u,t ) } . 2. (a) Answer for a sinusoid of random phase: i. Note that the signal x ( u,t ) is a linear combination of eigenfunctions of a LTI system, the eigenfunction indices (frequencies) being f 1 . If these indices are close enough to f o these signals are both passed by the resolution filter with eigenvalue 1, i.e., they are undistorted. y ( u,t ) = x ( u,t ) = A sin(2 f 1 t + ( u )) , | f 1- f o | < B res / 2 , otherwise y 2 ( u,t ) = A 2 sin 2 (2 f 1 t + ( u )) = A 2 2 [1- cos(2 (2 f 1 ) t + 2 ( u ))] , | f 1- f o | < B res / 2 , otherwise The second harmonic (at frequency 2 f 1 ) in p 2 ( u,t ) is rejected by the video filter, and so p ( u,t ) = A 2 2 , | f 1- f o | < B res / 2 , otherwise ii. In this caseii....
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SolSet8 - EE 562a Homework Solutions 8 December 1, 2009 1...

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