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SIGNAL DISTORTION IN TRANSMISSION




                                    11/16/2011 11:08 AM
•   Distortionless Transmission
•   Linear Distortion
•   Equalization
                                           1
Distortionless Transmission




                                                                         11/16/2011 11:08 AM
 Distortionless transmission means that the output signal has the same
 “shape” as the input.

       The output is undistorted if it differs from the input
      only by a multiplying constant and a finite time delay
Analytically, we have distortionless transmission if



   where K and td are constants.
                                                                                2
11/16/2011 11:08 AM
 Now by definition of transfer function, Y(f) = H(f)X(f) , so




A system giving distortionless transmission must have constant
amplitude response and negative linear phase shift, so




                                                                        3
Major types of distortion:




                                                        11/16/2011 11:08 AM
1. Amplitude distortion, which occurs when



2. Delay distortion, which occurs when



3. Nonlinear distortion, which occurs when the system
includes nonlinear elements
                                                               4
Linear Distortion




                                                                          11/16/2011 11:08 AM
Linear distortion includes any amplitude or delay distortion associated
with a linear transmission system.




                                                                                 5
6




    11/16/2011 11:08 AM
11/16/2011 11:08 AM
                                               Shifting each component by
                                               one-fourth cycle, θ = –90°.

The peak excursions of the phase-shifted signal are substantially greater (by
about 50 percent) than those of the input test signal


This is not due to amplitude response, it is because the components of the
distorted signal all attain maximum or minimum values at the same time, which          7
was not true of the input.
Equalization




                                                                                  11/16/2011 11:08 AM
Linear distortion—both amplitude and delay—is theoretically curable
through the use of equalization networks.




Since the overall transfer function is H(f) = HC(f)Heq(f) the final output will
be distortionless if HC(f)Heq(f) = Ke-jωtd, where K and td are more or less
arbitrary constants. Therefore, we require that

                                                                                         8

                                                           wherever X(f) ≠ 0
FILTERS AND FILTERING




                                    11/16/2011 11:08 AM
•   Ideal Filters
•   Bandlimiting and Timelimiting
•   Real Filters
                                           9
Ideal Filters




                                                                                 11/16/2011 11:08 AM
The transfer function of an ideal bandpass filter (BPF) is




                                                     The filter’s bandwidth is




                                                                                  10
an ideal lowpass filter (LPF) is defined by


 an ideal highpass filter (HPF) has




                                                                                     11/16/2011 11:08 AM
Ideal band-rejection or notch filters provide distortionless transmission over all
frequencies except some stopband, say




                                                                                      11
an ideal LPF whose transfer function, shown in Fig. above,
can be written as




                                                             11/16/2011 11:08 AM
         H.W. Explain why the LPF is noncausal




                                                              12
Bandlimiting and Timelimiting




                                                                  11/16/2011 11:08 AM
A strictly bandlimited signal cannot be timelimited.
Conversely, by duality, a strictly timelimited signal cannot be
bandlimited.



         Perfect bandlimiting and timelimiting are
                  mutually incompatible.

                                                                   13
11/16/2011 11:08 AM
A strictly timelimited signal is not strictly bandlimited, its
spectrum may be negligibly small above some upper
frequency limit W.


A strictly bandlimited signal may be negligibly small outside a
certain time interval t1 ≤ t ≥ t2. Therefore, we will often
assume that signals are essentially both bandlimited and
timelimited for most practical purposes.
                                                                   14
Real Filters




     11/16/2011 11:08 AM
15
nth-order Butterworth LPF

The transfer function with has the form




                                                                              11/16/2011 11:08 AM
     where B equals the 3 dB bandwidth and Pn(jf/B) is a complex polynomial




                                                                               16
11/16/2011 11:08 AM
normalized variable p= jf/B

                               17
11/16/2011 11:08 AM
18
EXAMPLE Second-order LPF




                           11/16/2011 11:08 AM
                            19
From Table 3.4–1 with p = jf/B , we want




                                                                            11/16/2011 11:08 AM
The required relationship between R, L, and C that satisfies the equation
can be found by setting




                                                                             20
QUADRATURE FILTERS AND HILBERT




                                 11/16/2011 11:08 AM
TRANSFORMS




                                  21
A quadrature filter is an allpass network that merely shifts
the phase of positive frequency components by -90° and




                                                                          11/16/2011 11:08 AM
negative frequency components by +90°.


Since a ±90° phase shift is equivalent to multiplying by ,



The transfer function can be written in terms of the signum function as




                                                                           22
The corresponding impulse response is




                                        11/16/2011 11:08 AM
  applying duality to


    which yields



     so

                                         23
Now let an arbitrary signal x(t) be the input to a quadrature filter.




                                                                        11/16/2011 11:08 AM
                             defined as the Hilbert transform of x(t)
denoted by




  the spectrum of


                                                                         24
Assume that the signal x(t) is real.

1. A signal x(t) and its Hilbert transform have the same




                                                                   11/16/2011 11:08 AM
amplitude spectrum. In addition, the energy or power in a
signal and its Hilbert transform are also equal.




2. If        is the Hilbert transform of x(t), then –x(t) is the
Hilbert transform of
                                                                    25
3. A signal x(t) and its Hilbert transform   are
orthogonal.




                                                   11/16/2011 11:08 AM
                                                    26
EXAMPLE Hilbert Transform of a Cosine Signal

  If the input is




                                               11/16/2011 11:08 AM
                                                27

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Signal transmission and filtering section 3.2

  • 1. SIGNAL DISTORTION IN TRANSMISSION 11/16/2011 11:08 AM • Distortionless Transmission • Linear Distortion • Equalization 1
  • 2. Distortionless Transmission 11/16/2011 11:08 AM Distortionless transmission means that the output signal has the same “shape” as the input. The output is undistorted if it differs from the input only by a multiplying constant and a finite time delay Analytically, we have distortionless transmission if where K and td are constants. 2
  • 3. 11/16/2011 11:08 AM Now by definition of transfer function, Y(f) = H(f)X(f) , so A system giving distortionless transmission must have constant amplitude response and negative linear phase shift, so 3
  • 4. Major types of distortion: 11/16/2011 11:08 AM 1. Amplitude distortion, which occurs when 2. Delay distortion, which occurs when 3. Nonlinear distortion, which occurs when the system includes nonlinear elements 4
  • 5. Linear Distortion 11/16/2011 11:08 AM Linear distortion includes any amplitude or delay distortion associated with a linear transmission system. 5
  • 6. 6 11/16/2011 11:08 AM
  • 7. 11/16/2011 11:08 AM Shifting each component by one-fourth cycle, θ = –90°. The peak excursions of the phase-shifted signal are substantially greater (by about 50 percent) than those of the input test signal This is not due to amplitude response, it is because the components of the distorted signal all attain maximum or minimum values at the same time, which 7 was not true of the input.
  • 8. Equalization 11/16/2011 11:08 AM Linear distortion—both amplitude and delay—is theoretically curable through the use of equalization networks. Since the overall transfer function is H(f) = HC(f)Heq(f) the final output will be distortionless if HC(f)Heq(f) = Ke-jωtd, where K and td are more or less arbitrary constants. Therefore, we require that 8 wherever X(f) ≠ 0
  • 9. FILTERS AND FILTERING 11/16/2011 11:08 AM • Ideal Filters • Bandlimiting and Timelimiting • Real Filters 9
  • 10. Ideal Filters 11/16/2011 11:08 AM The transfer function of an ideal bandpass filter (BPF) is The filter’s bandwidth is 10
  • 11. an ideal lowpass filter (LPF) is defined by an ideal highpass filter (HPF) has 11/16/2011 11:08 AM Ideal band-rejection or notch filters provide distortionless transmission over all frequencies except some stopband, say 11
  • 12. an ideal LPF whose transfer function, shown in Fig. above, can be written as 11/16/2011 11:08 AM H.W. Explain why the LPF is noncausal 12
  • 13. Bandlimiting and Timelimiting 11/16/2011 11:08 AM A strictly bandlimited signal cannot be timelimited. Conversely, by duality, a strictly timelimited signal cannot be bandlimited. Perfect bandlimiting and timelimiting are mutually incompatible. 13
  • 14. 11/16/2011 11:08 AM A strictly timelimited signal is not strictly bandlimited, its spectrum may be negligibly small above some upper frequency limit W. A strictly bandlimited signal may be negligibly small outside a certain time interval t1 ≤ t ≥ t2. Therefore, we will often assume that signals are essentially both bandlimited and timelimited for most practical purposes. 14
  • 15. Real Filters 11/16/2011 11:08 AM 15
  • 16. nth-order Butterworth LPF The transfer function with has the form 11/16/2011 11:08 AM where B equals the 3 dB bandwidth and Pn(jf/B) is a complex polynomial 16
  • 17. 11/16/2011 11:08 AM normalized variable p= jf/B 17
  • 19. EXAMPLE Second-order LPF 11/16/2011 11:08 AM 19
  • 20. From Table 3.4–1 with p = jf/B , we want 11/16/2011 11:08 AM The required relationship between R, L, and C that satisfies the equation can be found by setting 20
  • 21. QUADRATURE FILTERS AND HILBERT 11/16/2011 11:08 AM TRANSFORMS 21
  • 22. A quadrature filter is an allpass network that merely shifts the phase of positive frequency components by -90° and 11/16/2011 11:08 AM negative frequency components by +90°. Since a ±90° phase shift is equivalent to multiplying by , The transfer function can be written in terms of the signum function as 22
  • 23. The corresponding impulse response is 11/16/2011 11:08 AM applying duality to which yields so 23
  • 24. Now let an arbitrary signal x(t) be the input to a quadrature filter. 11/16/2011 11:08 AM defined as the Hilbert transform of x(t) denoted by the spectrum of 24
  • 25. Assume that the signal x(t) is real. 1. A signal x(t) and its Hilbert transform have the same 11/16/2011 11:08 AM amplitude spectrum. In addition, the energy or power in a signal and its Hilbert transform are also equal. 2. If is the Hilbert transform of x(t), then –x(t) is the Hilbert transform of 25
  • 26. 3. A signal x(t) and its Hilbert transform are orthogonal. 11/16/2011 11:08 AM 26
  • 27. EXAMPLE Hilbert Transform of a Cosine Signal If the input is 11/16/2011 11:08 AM 27