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    [ ]

    [ ]

    (4.7))(2

    )()(

    (4.6))(2

    )(

    isn(t)of)(PSDthe,whiteisw(t)Since

    (4.5))2exp()()()(

    (4.4))2exp()()()(

    )(and)(ofransformsFourier tthedenote)(and)(LeteperformancoptimalobtaintomaximazetohaveWe

    powersignaloutputousinstantanetheis)(where

    (4.3))(

    )(

    asrationoise-to-signalpulsepeaktheDefine

    20

    2

    20

    22

    0

    2

    2

    2

    =

    =

    =

    =

    =

    =

    dffHN

    dffStnE

    fHNfS

    fS

    dffTjfGfHTg

    dfftjfGfHtg

    thtgfHfG

    Tg

    tnETg

    N

    N

    N

    o

    o

    o

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    3

    (4.10))()(iffholds(4.9)inequalityThe

    )(

    )(

    .variablerealinfunctionscomplexare)(and)(where

    (4.9))()()()(

    inequalitysSchwarz'theRecall

    maximum.amakesthat)(find),(Given

    (4.8)

    )(2

    )2exp()()(

    *

    21

    -

    2

    2

    -

    2

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    21

    2

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    20

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    xkx

    dxx

    dxx

    xxx

    dxxdxxdxxx

    fHfG

    dffHN

    dffTjfGfH

    =

    =

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    Since g(t)

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    [ ]

    ratio)PSDnoiseenergy tosignal(waveformoftindependeniswhich

    (4.20)2

    )2(

    )(

    (4.19)2

    )(2

    )()(

    ispowernoiseoutputaveragethe(4.14)and(4.7)From

    (4.18))(

    )(

    )2exp()()(

    (4.17))2exp()(

    )2exp()()(

    )()()(

    ,)(signalknownaConsider

    0

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    2

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    2

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    NE

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    dffTjfGTg

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    fGfHfG

    tg

    N

    E

    Properties of Matched Filters

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    2

    Y

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    10

    (4.27))(

    exp1

    )0|(

    isofpdflconditionaThe

    (4.26)2

    )(2

    1

    (4.25))(2

    ),(

    2PSDwithnoisewhiteis)(Since

    0

    2

    0

    0

    0 0

    0

    2

    2

    0

    0

    +=

    =

    =

    =

    bb

    Y

    b

    T T

    b

    Y

    W

    /TN

    Ay

    /TNyf

    Y

    TN

    dt duutN

    T

    utN

    utR

    /Ntw

    b b

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    Figure 4.5 Noise analysis of PCM system. (a) Probabilitydensity function of random variable Yat matched filter output

    when 0 is transmitted. (b) Probability density function of Y

    when 1 is transmitted.

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    + = 00)(2

    10 )exp(

    1

    /TN/A dzzP

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    17Figure 4.6 Probability of error in a PCM receiver.

    PCM receiver exhibits an exponential improvement in

    with increase ineP 0/NEb

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    4.4 Intersymbol Interference (ISI)

    ISI arises when the channel is dispersive

    Figure 4.7 Baseband binary data transmission system.

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    (Polar form)

    TX Filter Channel RX Filter

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    Zero ISI

    ionnormalizatby

    ,1)0(where =p

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    kimkim

    kim

    ==

    =

    if,0,if,0

    Condition for zero ISI

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    23W: Nyquist bandwidth

    Ideal Nyquist channel

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    Figure 4.8 (a) Ideal magnitude response. (b) Ideal basic pulse shape.

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    Figure 4.9 A series of sinc pulses corresponding to the sequence 1011010.

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    No margin of error in sampling times

    0, =it

    Caused by timing error

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    Figure 4.10 Responses for different rolloff factors.

    (a) Frequency response. (b) Time response.

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    4.6 Correlative-level (Partial-response)

    (Controlled ISI)Duobinary Signaling

    Figure 4.11 Duobinary signaling scheme.

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    Figure 4.12 Frequency response of the duobinary conversion filter. (a) Magnitude response. (b)

    Phase response.

    Figure 4.13 Impulse response of the duobinary conversion filter.

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    Figure 4.14 A precoded duobinary scheme; details of the

    duobinary coder are given in Figure 4.11.

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    Figure 4.15 Detector for recovering original binary sequence from the precoded duobinary coder output.

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    s

    Figure 4.16 Modified duobinary signaling scheme.

    Figure 4.17 Frequency response of the modified duobinary conversion filter. (a)

    Magnitude response. (b) Phase response.

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    Figure 4.18 Impulse response of the modified duobinary conversion filter.

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    -

    G li d F f C l ti l l di (PRS)

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    Generalized Form of Correlative-level coding (PRS)

    Figure 4.19 Generalized correlative coding scheme.

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    43Figure 4.20 Output of a quaternary system. (a) Waveform. (b) Representation of

    the 4 possible dibits, based on Gray encoding.

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    Figure 4.24 (a) Near-end crosstalk (NEXT). (b) Far-end crosstalk (FEXT).

    Figure 4.25 Model of twisted-pair channel.

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    Figure 3.15 Line codes for the electrical representations of binary data.

    (a) Unipolar NRZ signaling. (b) Polar NRZ signaling. (c)Unipolar RZ signaling.

    (d) Bipolar RZ signaling. (e) Split-phase or Manchester code.

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    Figure 4.18 Impulse response of the modified duobinary conversion filter.

    Figure 4.20 Output of a quaternary system. (a) Waveform. (b) Representation of

    the 4 possible dibits, based on Gray encoding.

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    Figure 4.26 (a) Illustrating the different band allocations for an FDM-based ADSL

    system. (b) Block diagram of splitter performing the function of multiplexer or

    demultiplexer. Note: both filters in the splitter are bidirectional filters.

    (DMT)

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    Figure 4.7 Baseband binary data transmission system.

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    Figure 4.29 Signal-flow graph representation of the LMS algorithm involving the kth tap weight.

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    Figure 4.30 Illustrating the two operating modes of an adaptive equalizer: For the training

    mode, the switch is in position 1; and for the tracking mode, it is moved to position 2.

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    ][][ knxkh

    Figure 4.31 Impulse response of a discrete-time channel, depicting the precursors

    and postcursors.

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    Figure 4.32 Block diagram of decision-feedback equalizer.

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    Eye Patterns

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    y

    Figure 4.33 Interpretation of the eye pattern.

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    67Figure 4.34 (a) Eye diagram for noiseless quaternary system. (b) Eye diagram for quaternary system

    with SNR = 20 dB. (c) Eye diagram for quaternary system with SNR = 10 dB.

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    Figure 4.35 (a) Eye diagram for noiseless band-limited quaternary system:

    cutoff frequencyfo = 0.975 Hz. (b) Eye diagram for noiseless band-limitedquaternary system: cutoff frequencyfo = 0.5 Hz.