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394
whichchangeinstepsonthecapacitor,aresubjected
toaquantizationprocess,andfurtherthesequantized
valuesaremappedintonumbers.
Figure2.AblockdiagramofanA/Dconverterconsistingof
three blocks: a sample and hold (S/H) unit, an amplitude
quantization unit (Q), and a mapper (coder) of quantized
valuestonumbers.
It followsfrom Figs. 1 and 2, and descriptions of
theequivalentcircuitsofanA/Dconvertershownin
these figures that its output waveforms (understood
asfunctionsofacontinuoustimet)havetheformofa
slightly disturbed step function presented in Fig. 3.
Theshapeofactual
waveformsattheoutputsofA/D
convertersismorerichthanthestepfunctionshown
in Fig. 3 and depends upon the architecture and
technology in which a given converter is
implemented. This shape is characterized by such
parameters as: settling time, acquisition time,
aperture,aperturejitter,holdmodesettlingtime,
hold
mode feedthrough, droop; see, for example, (van de
PlasscheR.1994;page74).However,fromthepointof
viewofadesignerofsignalprocessingsystems,most
of these parameters are of secondary importance
(whichdoesnotmeanatallthattheyarenotrelevant
to designers of their
integratedstructures in specific
semiconductor technologies). In the description
visualized in Fig. 3, we restricted ourselves to
pointingoutthatineachtimeinterval<kT,(k+1)T>,k=
…,‐2,‐1,0,1,2,… we have its initial segment (the so‐
calledtrackpartandbeginningoftheholdpart)rich
in changes
and the second one (covering the almost
entire hold part) already stabilized on the hold
voltage level of a given time interval. The former
segment is denoted on the waveform of Fig. 3 by a
diagonal dash, while the latter is marked with a
longerdash,paralleltothetimeaxis
–ateachofthe
aforementionedtimeintervals.
Figure3.Sketchillustratingtheformofthewaveformofan
examplesampledsignal,denotedbyx
s(t)and related with
an un‐sampled one x(t) (not shown here). (This figure is
basedonaone,whichwasusedindiscussionspresentedin
(BorysA.2022)).
In Fig. 3,
,
3
sH
Q
xT
and
,
sH
Q
xT
, where the
lower index Q means the operation of amplitude
quantization, stand for illustration of the quantized
values of the sampled signal x
s(t). These values are
assigned to the following instants: ‐3T and T,
respectively,andworkedoutintheholdpartsofthe
corresponding time intervals (mentioned above). In
Fig. 3, it is assumed that the track part (including
beginningoftheholdpart,too)lasts
seconds,and
thetrackandholdpartstogetherlastTseconds.
As we know from the literature, the idealized
version of the signal sampling process neglects the
switchingtimeinthisprocess,assumingthatthetime
ismuchsmallerthanT.Inotherwords,inanideal
case,
=0isassumed.Thenthewaveformshownin
Fig.3takestheformwhichisvisualizedinFig.4.
Figure4. Sketch illustrating an idealized version of the
waveformshowninFig.3;itisdenotedherebyx
st(t).(This
figure is based on a one, which was used in discussions
presentedin(BorysA.2022)).
Furthermore, note that the coder of quantized
values shown in Fig. 2 plays, in addition to
performing the conversion of these values into
numbers,aroleofanelementthatholdsanumberit
generatedatagiveninstant,asanencoder,forexactly
T seconds – before feeding it further
into a signal
processororasignalprocessorbuffer.Therefore,the
waveformattheoutputofthedecoderisexactlythe
same as the one shown in Fig. 4 (in this idealized
version), except that the quantized values are now
ʺscaledʺtonumbers. Forcompletenessofthepicture
ofwhat
appearsasthefinalresultattheoutputofan
A/Dconverter,thewaveforminFig.4 isredrawntoa
“scaled”oneshowninFig.5.
Figure5. Sketch illustrating an idealized version of the
waveform shown in Fig. 3 after performing amplitude
quantizationandcodingintonumbers;itisdenotedhereby
x
sic(t). (This figure is based on a one, which was used in
discussionspresentedin(BorysA.2022)).
InFig.5,
,
3
sH
QC
xT
and
,
sH
QC
xT
,wherethe
lower index QC means performing both the
operations: amplitude quantization and coding (one
aftertheother),areexamplevaluesof thequantized
andcodedsignal
sic
t
.
Inordertomakefurthercomparisonsoftheideal
descriptions of the sampled signal presented above,
letusalsoaddtothemtheonedescribingthesampled
signalimmediately before performing the amplitude
quantization on it. But we give up here a graphical
illustrationofitsinceawaveformin
thefigurewould
havethesameformasthatoneshowninFig.4,with
the only difference in that the values of theʺstair
stepsʺ on it would differ slightly from the
corresponding ones in Fig. 4. Furthermore, these