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Claims  |
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What is claimed is:
1. Apparatus for processing an input signal, comprising.
a signal input terminal,
first means for deriving at its output a first signal representative of an
average of at least some of the values of a signal applied to its input,
means providing a value at the input of said first means representing the
value of the signal at said signal input terminal,
second means for deriving at its output a second signal representative of
the absolute value of the relative deviation between the values
represented by signals applied to first and second inputs thereof,
means for providing a value at the first input of said second means
representing the value at said signal terminal, and means providing a
value at the second input of said second means representing the signal
value at the output of said first means,
third means for deriving at its output of third signal representative of
the difference between the values represented by signals coupled to
different inputs thereof,
a signal output terminal having means for maintaining the value of a signal
applied to it,
means providing a value at one input of said third means representing the
value at said signal input terminal, and means providing a value at the
other input of said third means representing the value at said signal
output terminal,
fourth means coupled to the outputs of said second and third means for
deriving a fourth signal at its output representing a portion of the value
represented by the third signal, the portion being larger when said second
signal becomes smaller and smaller when said second signal becomes larger,
control means coupled to said fourth means for changing the value
represented by the signal at said signal output by an amount proportional
to said fourth signal, and
means for selectively activating said first, second, third and fourth
means.
2. Apparatus as set forth in claim 1 having an information signal input and
a peak detecting means coupled between said information signal input and
said signal input.
3. Apparatus as set forth in claim 2 wherein means are provided for
producing a signal indicative of the occurrence of a new peak value in the
signal applied to said signal input, and means applying said latter signal
to said activating means whereby the value represented by the signal at
said signal output may be changed in response to each new peak value
applied to said signal input independent of time.
4. Apparatus as set forth in claim 2 wherein means are provided for
applying a signal representative of blood pressure variations with time to
said information signal input and wherein said peak detecting means
provides a signal representative of the systolic peaks of blood pressure
in such manner as to include the effects of respiratory undulations and
false peaks due to artifacts and noise, when present.
5. Apparatus as set forth in claim 2 wherein means are provided for
applying a signal representative of blood pressure variations with time to
said information signal input and wherein said peak detecting means
provides a signal representative of the diastolic peaks of blood pressure
in such manner as to include the effects of respiratory undulations and
false peaks due to artifacts and noise, when present.
6. An apparatus as set forth in claim 2 wherein said first means derives a
first signal that represents an exponential average of the peaks of the
signal at said signal input.
7. Apparatus as set forth in claim 1 where means are provided for
initializing the apparatus by setting the initial value represented by the
signal at said signal output and the initial value represented by said
first signal at selected values.
8. Apparatus for processing an input signal representing the variation in
blood pressure with time in which there are systolic and diastolic peaks
and peaks due to noise as well as undulations due to respiration in such
manner as to produce an output signal having a value representing one of
the systolic and diastolic peak pressures in which the effects of noise
and respiration undulations are reduced, comprising
an input to which a signal representing the variation in blood pressure
with time may be applied,
first means coupled to said input for deriving a first signal approximately
representing the peaks of said one of the systolic and diastolic pressures
of a blood pressure signal when present in such manner that the effects of
the undulations and noise may be present,
second means coupled to the output of said first means for deriving a
second signal representing an average of some previous peaks represented
by said first signal,
third means responsive to said first and second signals for deriving a
control signal representative of the absolute value of the deviation
between the first and second signals,
an output from which an output signal may be derived,
fourth means responsive to said first signal and a signal at said output
for providing a fourth signal representative of the difference in value
between the value represented by the first signal and the value
represented by the signal at said output, and
means for changing the signal at said output by a portion of the value
represented by said fourth signal, the said portion increasing as said
control signal gets smaller and decreasing as said control signal gets
larger.
9. A method of processing an input signal representing variations in
systolic or diastolic blood pressures in such manner as to derive an
output signal in which the effects of undulations contained in the input
signal that are caused by respiration as well as the effects of false
values contained in the input signal that are caused by noise are reduced,
comprising
sampling the amplitude of the input signal at successive instants of time,
deriving an average of the values of at least some of the prior samples,
deriving a first difference between the value of each sample and the value
of the average amplitude of samples prior to it,
determining a second difference between the value of each sample and the
value of the output signal, and
changing the value represented by the output signal in the direction of the
input signal by a portion of the second difference that increases as the
first difference decreases and decreases as the first difference
increases.
10. A method of processing an input signal in such manner as to derive an
output signal which is more responsive to a slow change in value of the
input signal than it is to a fast change in the value of the input signal,
comprising
sampling the amplitude of the input signal at successive instants of time,
deriving an average of the values of at least some of the prior samples,
deriving a first difference between the value of each sample and the value
of the average amplitude of samples prior to it,
determining a second difference between the value of each sample and the
value of the output signal, and
changing the value represented by the output signal in the direction of the
input signal by a portion of the second difference that increases as the
first difference decreases and decreases as the first difference
increases. |
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Claims  |
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Description  |
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BACKGROUND OF THE INVENTION
In monitoring the systolic and diastolic blood pressure of a patient by
directly measuring the pressures of the maximum and minimum peaks of the
blood pressure signal, the presence of equipment noise can cause
fluctuations in the peak pressures that are not physiological in origin,
and the presence of variations in the pressure of the thoracic cavity due
to respiration can cause the peak values to slowly undulate. If the peak
values are displayed on a strip chart recording or the like, the effects
of such changes in their values can be discounted by the careful analysis
of a skilled observer, but it is often desired to avoid the need for such
analysis by displaying the systolic and diastolic values in numerical
form. Fluctuations in the numerically displayed peak values would make it
difficult for even a skilled observer to determine the useful systolic and
diastolic pressures. This can be even more difficult if pulmonary artery
pressures are being monitored because the amplitude of the undulation in
pressure due to respiration can be comparable to the pulmonary artery
pressures being measured.
Steady values of the systolic and diastolic blood pressures can be derived
by respectively applying the fluctuating maximum and minimum peak values
to suitable low pass filters, but the systolic and diastolic values
derived in this manner are as much affected by peaks of noise as by peaks
representing heart action. Furthermore, if the upper limit of the filter
is low enough to attenuate the slow fluctuation in the peak values due to
respiration, the response may be too slow to reveal sudden changes in the
peak levels that are of physiological significance.
BRIEF DISCUSSION OF THE INVENTION
Although this invention will be described and illustrated as it would be
used in deriving values of systolic and diastolic blood pressures from a
blood pressure signal in such manner that the values are relatively free
from the effects of artifacts and respiration, it can be used to derive a
stable indicator of the level of any signal that changes more slowly than
undesired perturbations. While this indicator responds quickly to
sustained changes in the nature of the signal, it is relatively
insensitive to spurious artifacts. Furthermore, the indicator is an
average of the signal in which each constituent portion of the signal
affects the average in a generally inverse relationship to the amount of
its variation from the immediately preceding constituents of the signal.
The immediately preceding constituents can be the portion of the signal
occurring within a predetermined prior period, the portion of the signal
represented by a predetermined number of samples, or an exponential
average of the entire previous signal whether it be continuous or
represented by samples.
However the maximum and minimum peaks of the blood pressure signal may be
detected, the systolic and diastolic values to be displayed are derived
from them in accordance with the invention in such manner as to yield
values that are steady and physiologically significant. In general, this
is accomplished by separately producing moving averages of the maximum and
minimum peak values in such manner as to give greater weight to those
peaks having amplitudes closer to the average amplitudes of their
predecessors than to those having amplitudes that are significantly
different from the amplitudes of their predecessors. Accordingly, a large
positive peak that results from the detection of the amplitude of a single
relatively large spike of noise will have very little, if any, effect on
the average value that is displayed as the systolic pressure, and a large
negative peak that results from the detection of the amplitude of a single
relatively large spike of noise will have very little, if any, effect on
the average value that is displayed as the diastolic pressure. In either
case, the average values to be displayed will gradually change if there is
a number of similar noise spikes occurring in succession. Thus, the
displayed values can follow a step change in the signal level. On the
other hand, if the amplitudes of the peaks gradually change, as during
respiration cycles, the displayed values will be very close to the average
of the peaks within the cycle. This is especially important in monitoring
pulmonary artery pressures as the variation in the numerically displayed
peaks is much reduced. In fact, it can be reduced to a value within the
resolution of the display so that respiration has no effect.
THE DRAWINGS
FIG. 1 is a graphical representation of the output signals provided in
accordance with this invention from data values that are hypothetically
selected for purposes of illustration;
FIG. 2 includes a graph of an actual pulmonary artery pressure signal
having a significant dwell between breaths as well as graphical
representations of the values of systolic, mean, and diastolic pressures
produced by apparatus constructed in accordance with the invention;
FIG. 3 includes a graph of an actual pulmonary artery pressure signal of a
patient whose breathing is aided by a ventilator as well as graphical
representations of the values of systolic, mean and diastolic pressures
produced by apparatus constructed in accordance with the invention;
FIG. 4 includes a graph of an actual pulmonary artery pressure signal in
which the respiratory pattern is such that neither systolic nor diastolic
peaks have consistent amplitudes, as well as a graphical representation of
the values of systolic, mean and diastolic pressures produced by apparatus
constructed in accordance with this invention;
FIG. 5 includes a graph of an actual pulmonary artery pressure signal
having spaced bursts of noise, as well as graphical representations of the
systolic, mean and diastolic pressures produced by apparatus constructed
in accordance with this invention;
FIG. 6 includes a graph of an actual pulmonary artery pressure signal
having closely spaced bursts of noise, as well as graphical
representations of the systolic, mean and diastolic pressures produced by
apparatus constructed in accordance with this invention;
FIG. 7 is a diagram of the invented circuit and FIG. 7A includes graphs
used in explaining FIG. 7;
FIG. 8 is a block diagram of the functional parts of a digital circuit for
processing data in accordance with the invention; and
FIGS. 9A, 9B, 9C and 9D are flow charts for the program included in the
specification that sets forth instructional steps by which a
Hewlett-Packard 21MX series computer can be made to process data in
accordance with the invention.
Before considering either analog or digital apparatus for processing a
blood pressure signal in accordance with this invention, reference is made
to the graphs of FIG. 1 for a brief discussion of the functions to be
performed and an illustration of the advantage to be derived. In the
drawing, the X's represent either maximum or minimum peaks of a pulmonary
artery pressure and the solid line SSAVG represents a weighted average
derived by apparatus constructed in accordance with this invention. Assume
that the peaks have been at a constant amplitude long enough for the
weighted average SSAVG to equal the constant amplitude of the first three
peaks, and that the fourth peak has a significantly greater amplitude that
is maintained through the peak number 13. The wave SSAVG increases in
steps until it reaches the new amplitude. The height of successive steps
increases until the one occurring at the time of the peak number 9 and
then decreases. The increase is due to the fact that the differences
between successive peaks 5 through 9 and an exponentially weighted average
of the previous peaks are progressively less, so that the peaks are given
greater weight in computing the height of the next step. The height of the
steps at the peaks 10 through 13 gradually decreases because of limits
that are arbitrarily selected to limit the amount of correction due to any
change. Note in particular the peak number 14 that is at a much greater
pressure than the peak number 13 and the fact that SSAVG changes very
little in response to it. Thus, if this peak represented a large spike of
noise, it would have very little effect on the value of SSAVG that is to
be displayed. A similar result would be obtained if the single peak 14
were much less than the peak 13.
Starting with the peak number 19, it has been assumed for purpose of
illustration that the peaks vary in a nearly sinusoidal fashion between
the pressures of 20.8 and 22.6 mm Hg. Even larger variations would
normally result from respiration. If the resolution of numerical display
for the peaks is 1 mm Hg, it will vary from a reading of 20 to 22 mm Hg.
Note, however, that the peak-to-peak amplitude of the wave SSAVG that is
produced during the sinusoidally varying peaks is about one-third of the
peak-to-peak amplitude of the peaks, so that the numerical indicator would
remain at 22 mm Hg and not fluctuate. This represents the kind of reaction
the invented apparatus has to undulating variations of low frequency that
occur, for example, as a result of respiration. Actually, the constant
variation in pressure due to respiration is larger than that shown, so
that an indicator may exhibit changes in numerical value, but in any event
they will be much smaller with the invention than without it.
FIGS. 2 through 6 show actual results obtained by the invention under
various conditions. In all of these figures, the blood pressure signal is
indicated by PDATA; the top horizontal line segments generally indicated
by SP are the systolic pressures attained; the intermediate horizontal
line segments generally indicated by MP are the mean pressures; and the
lowest horizontal line segments generally indicated by DP are the
diastolic pressures. It will be noted that any changes in level of the
line segments occur at regular intervals, rather than after each peak as
in FIG. 1. This result is obtained by sampling the averages at spaced
intervals.
FIG. 2 illustrates a blood pressure signal PDATA in which there is a
significant dwell between breaths during which both maximum and minimum
peaks are sufficiently consistent to cause them to be entered into their
respective averages with a strong weighting factor. The sporadic peaks on
either side of this dwell depart from the average so as to have very
little effect. As a result, the values of SP, MP and DP that are to be
indicated by a numerical display vary only slightly. A similar result is
attained in FIG. 3 that illustrates a blood pressure signal obtained from
a patient on a ventilator.
When, as in FIG. 4, the blood pressure signal PDATA exhibits a respiration
pattern such that neither the systolic nor the diastolic peaks have
consistent amplitudes, the pressure values of SP, MP and DP tend to be the
averages of all the respective peaks.
Intermittent bursts of noise, such as illustrated in FIG. 5, have little
effect on the values of SP, MP and DP, but a rapid succession of bursts of
noise, such as illustrated in FIG. 6, does have some effect on these
values.
FIG. 7 is an analog circuit for processing the signals in accordance with
this invention. A blood pressure signal PDATA, such as illustrated in FIG.
7A, is derived from a patient P by coupling the blood pressure at an
appropriate point in his circulatory system to a transducer 2 with a
catheter 4. The output signal of the transducer 2 corresponds to the
signal PDATA and is coupled via an amplifier 6 to means within the dotted
rectangle 7 for deriving signals SMAX, each of which corresponds to the
amplitude of the most recent maximum peak P.sub.S of the signal PDATA, as
well as signals DMIN, each of which corresponds to the amplitude of the
most recent minimum peak P.sub.D. Various means may be used for this
purpose, but the particular one illustrated is a simplified form of the
system disclosed in my U.S. Patent Application, Ser. No. 895,193, filed on
Apr. 10, 1978, and entitled "Beat-to-Beat Systolic and Diastolic
Indicator". For reasons that will be explained, the means 7 also provides
pulses respectively indicating when SMAX or DMIN have attained a value to
be processed. These pulses could be provided by other means, such as a QRS
detector operating upon the ECG signal.
The circuits within the dotted rectangle 7 may be described as follows. The
signal PDATA at the output of the amplifier 6 is applied to the
non-inverting input of a comparator 8 and to a low pass filter for
deriving the approximate mean BMAVG of the signal PDATA. The filter is
comprised of a resistor 10 and a capacitor 12 connected in series to
ground. The signal BMAVG appears at their junction 14 and is coupled to
the inverting input of the comparator 8. Whenever PDATA is greater than
BMAVG, the output of the comparator 8 is high, and when PDATA is less than
BMAVG, the output of the comparator 8 is low, as indicated by the waveform
C of FIG. 7A. The output of the comparator 8 is connected to one end of a
relay coil 15, the other end being connected to a low voltage -V. When the
output of the comparator 8 is high, the coil 15 is energized so as to pull
a switch s.sub.0 from the normal position shown, where it contacts a
terminal 15' that is connected to the input of a minimum peak detector 16,
to a position where it contacts a terminal 15" that is connected to the
input of a maximum peak detector 17. The switch s.sub.0 is connected to
the output of the amplifier 6 so that it applies the signal PDATA to one
peak detector or the other.
The output of the comparator 8 is connected to a positive edge triggered
single-shot multivibrator 18 that produces pulses P.sub.18 whenever PDATA
crosses BMAVG in an upward direction. These pulses are applied to set a
sample-and-hold circuit 19 and via a delay 20 to clear the minimum peak
detector 16. Thus, the signals DMIN of FIG. 2A appear at the output of the
sample-and-hold circuit 19.
The output of the comparator 8 is also connected to a negative edge
triggered one-shot multivibrator 21 that produces pulses P.sub.21 whenever
PDATA crosses BMAVG in a downward direction. These pulses are applied to
set a sample-and-hold circuit 22 and via a delay 24 to clear the maximum
peak detector 17. Thus, the signals SMAX of FIG. 2A appear at the output
of the sample-and-hold circuit 22.
Processing of a maximum peak signal SMAX is accomplished by the circuits
within a dotted line 25 in the following way. The signal SMAX at the
output of the sample-and-hold circuit 22 is coupled to an input terminal
26 that, in turn, is connected to the A input of a subtractor 28. The
terminal 26 is also connected to means for deriving a voltage FSAVG, fast
systolic average, equal to an average of the most recent values of SMAX.
In this particular circuit, the means is comprised of a normally open
switch s.sub.1 connected between the input terminal 26 and a low pass
filter comprised of a series combination of a resistor 29 and a capacitor
30. The pulses P.sub.21 at the output of the multivibrator 21 are applied
to a relay coil 32 that operates the switch s.sub.1. When it closes, it
effectively samples SMAX and applies the sample to the filter. The values
of the resistor 29 and capacitor 30 in combination with the duration of
the pulse P.sub.21 determine the speed with which the voltage FSAVG at the
junction 34 of the capacitor 30 and the resistor 29 follows the changes in
the amplitudes of the signal SMAX. Values chosen so as to make the change
in voltage equal half the voltage across the resistor 29 at the beginning
of each pulse have been found to work well, but other values can be used.
In any case, the value of FSAVG is the average of very recent values of
SMAX. The voltage FSAVG at the junction 34 is applied to the B input of
the subtractor 28. The effecto of each sample of SMAX on the voltage
across the capacitor 30 decreases exponentially with the number of
succeeding samples, so that theoretically the voltage on the capacitor 30
is the result of all samples that have occurred since the apparatus was
turned on, but the most recent sample has the greatest effect, and the
effect of each successive previous sample is less.
The output of the subtractor 28 is A-B and therefore equal to the value of
SMAX minus the value of FSAVG, which is the difference between the
amplitude of the current value of SMAX and the average of the amplitudes
of a few recent values of SMAX. Whether the output of the subtractor 28 is
positive or negative, it is made to be a positive voltage of the same
numerical value by an absolute value circuit 35. The output of the
absolute value circuit 35 is a divisor control voltage and is applied via
a diode d.sub.1 to a divisor input Y of a divider 37. A resistor 36 is
connected between the Y input and ground. In order to provide a minimum
value of positive voltage at the divisor input Y, a diode d.sub.2 is
connected between a tap 38 on a potentiometer resistor 39 and the divisor
input Y. The resistor 39 is connected between a point of positive voltage
and ground.
The manner in which the voltage applied to the dividend input X of the
divider 37 is derived will be explained at a later point. The output of
the divider 37, X/Y, is applied via a voltage controlled current source 40
to an output terminal 42 so as to charge or discharge an output capacitor
44 that is connected between the terminal 42 and ground by an amount
proportional to X/Y. The voltage of the terminal 42, SSAVG, is the
weighted moving average of the values of SMAX that is to be used for
display purposes.
The voltage at the dividend input X of the divider 37 is derived as
follows. A connection is made between the output terminal 42 and an input
B' of a subtractor 46. A normally open switch s.sub.2 that is operated by
the relay coil 32 is connected between the input terminal 26 and the other
input A' of the subtractor 46. A resistor 50 is connected between the
inputs A' and B'. In between pulses P.sub.21, when the relay coil 32 is
not energized and the switch s.sub.2 is open, the voltage SSAVG at the
output terminal 42 is applied to both inputs A' and B' of the subtractor
46, so that its output is zero. During the pulses P.sub.21, the switch
s.sub.2 is closed so as to apply the current value of SMAX at the input
terminal 26 to the A' input of the subtractor 46. Its output A'-B' during
the pulses P.sub.21 is therefore equal to the difference between the
current maximum SMAX and the old value of the moving average SSAVG. This
output is applied to the dividend input X of the divider 37.
Thus, if a maximum detected peak of PDATA abruptly increases to a much
larger value so that a much larger value of SMAX appears at the input
terminal 26, the difference between this value of SMAX and the moving
average SSAVG is divided by an amount proportional to the difference
between the value SMAX and the average amplitude of a small number of
previous peaks determined by the time constant of the resistor 29 and the
capacitor 30 and the duration of the pulses P.sub.21. In certain cases,
this is necessarily modified by the application of the minimum positive
voltage to the input Y of the divider 37 in order to prevent the divisor
from being zero.
Referring again to FIG. 1, assume that the Xs indicate values of data peaks
having corresponding values of SMAX. As SSAVG gradually approaches the
level of peaks 4 through 9, A-B, or SMAX-FSAVG, gets smaller so that the
amount of charge placed on the output capacitor 44 during successive
pulses P.sub.21 increases. From peak 10 through peak 13, the increase
becomes less because the dividend A'-B', or SMAX-SSAVG, gets smaller and
the divisor is limited to the value set by potentiometer 39. It can be
seen that the moving average SSAVG does not change in response to the much
larger peak number 4 because, even though SMAX-SSAVG is large, the value
of A-B, or SMAX-FSAVG, that determines the magnitude of the divisor is
also large.
Even though the value of the moving average SSAVG at the output terminal 42
can change at the time of the pulses P.sub.21, the changes to be applied
to an indicator 51 can be made to occur at a slower rate by coupling it
via a sample-and-hold circuit 52 to the output terminal 42 and triggering
it at suitable times with pulses from a timer 54. This accounts for the
fact that changes in the amplitudes of the horizontal line segments SP, MP
and DP of FIGS. 2 through 6 occur less frequently than the peaks in the
signal PDATA.
Initialization
In order to initialize the circuit, power is applied by means not shown,
and a switch s.sub.3 is momentarily closed so as to energize a relay coil
56 and close normally open switches s.sub.4, s.sub.5, s.sub.6 and s.sub.7.
The closure of the switch s.sub.4 applies the PDATA signal from the
amplifier 6 to the capacitor 30; the closure of the switch s.sub.5 applies
the PDATA signal to the output capacitor 44; and the closure of the
switches s.sub.6 and s.sub.7 applies the PDATA signal to the same points
in a circuit not shown but contained within a rectangle 58 for deriving
the current value of the diastolic pressure in the same manner as the
systolic voltage is derived. The pulses P.sub.18 from the multivibrator 18
and the voltage DMIN at the output of the sample-and-hold circuit 19 are
also applied to the circuit 58. The diastolic circuit contained in the
rectangle 58 is assumed to be the same as those portions of the systolic
circuit contained within the dotted enclosure line 25. Its output may be
applied to the indicator 51 via a sample-and-hold circuit 60 that is
triggered by pulses from the timer 54.
Operation
From the description above, it can be seen that a new current value of
SSAVG is developed across the output capacitor 44 in response to each of
the pulses P.sub.21. The amount by which it is changed depends on the
output of the divider 37. This output is equal to the value of the voltage
applied to its dividend input X, which is equal to the difference between
the value of the current systolic peak SMAX and the old value of SSAVG
divided by the greater of the voltages at the tap 38 or the absolute value
of SMAX-FSAVG. Thus,
##EQU1##
The potentiometer 39 and its tap 38 insure that F will never be below some
given value.
The value of F is proportional to the absolute value of the difference
between the amplitude of the current systolic peak SMAX and the former
systolic average FSAVG that is derived by the subtractor 28. Therefore, we
can say
##EQU2##
where K is determined by the gains of the subtractor 28 and the absolute
value circuit 35. The value of F is held to a minimum by the potentiometer
39 so as to limit the change in value of SSAVG for each beat. This also
avoids dividing by zero. Substituting,
##EQU3##
where the minimum value of the denominator SMAX-FSAVG is established by
the setting of the tap 39 on the potentiometer resistor 38.
Expressing these values in millimeters of mercury, appropriate values have
been determined to be:
______________________________________
K .vertline.SMAX-FSAVG.vertline.minimum
______________________________________
Radial Artery Pressure
1/2 1
Pulmonary Artery
Pressure 1/10 1/5
______________________________________
During the time that s.sub.2 is closed, the output of the subtractor 46 can
be seen to represent an "error signal" or the disagreement between the
signals at the input terminal 26 and the output terminal 42. When s.sub.2
is opened, the signal SSAVG is applied by the resistor 50 to the A and B
inputs of the subtractor 46 so as to cause the error signal to be zero.
The value of F,
##EQU4##
is seen to control the amount of adjustment that the "error signal" is
allowed to make to the signal at the output terminal 42, i.e., to the
voltage across the capacitor 44.
Stated in a general way, it can be said that the subtractor 46 is a means
for providing a difference signal representing the difference between the
current value of SMAX and the old value of the moving average SSAVG that
may be used in producing a numerical display, and that the subtractor 28
is a means for providing a signal indicative of the portion of the
difference signal that is to be used in changing the old value of the
moving average SSAVG to a new value.
The means within the dotted rectangle 7 provides signals SMAX and DMIN as
well as pulses P.sub.18 and P.sub.21 that respectively indicate when new
values of SMAX and DMIN have been respectively determined, i.e., a pulse
P.sub.18 occurs just after the search for the value DMIN of a diastolic
peak P.sub.D has been completed and a pulse P.sub.21 occurs just after the
search for the value SMAX of a systolic peak P.sub.S has been completed.
The values of DMIN and SMAX at the outputs of the sample-and-hold circuits
19 and 22 correspond to the amplitudes of these peaks. By effectively
sampling SMAX and DMIN with the pulses P.sub.21 and P.sub.18, the voltage
FSAVG on the capacitor 30 is unaffected by the spacing between peaks. If
the spacing is constant and known, the pulses could be dispensed with and
the low pass filter comprised of the resistor 29 and the capacitor 30
could be connected directly to the terminal 26 and could be made to have a
time constant such as to provide the same value of FSAVG. The time
constant could be varied as the spacing varied. Whereas peaks due to
systolic and diastolic pressures may have a fairly consistent spacing, it
can be seen from FIGS. 5 and 6 that noise peaks do not, so that the use of
a filter alone would provide values of FSAVG that are dependent on spacing
rather than on amplitude alone. For this reason, it is preferable that
some means be provided for sampling new values of SMAX and DMIN. The
diastolic peaks are processed in an identical fashion by means not shown
within the rectangle 58.
Comment
In the circuit of FIG. 7, the pulses P.sub.21 are applied to the relay coil
32 so as to close the switch s.sub.1 during each pulse, thereby obtaining
a sample of each new value of the analog stepped signal SMAX. During the
same time, the switch s.sub.2 is closed so that the subtractor 46 can
derive the difference between the sample and the former value of SSAVG at
the output terminal 42. Operation in this manner relates the average SSAVG
to prior samples of SMAX regardless of how far apart they may be. If it is
desired to relate SSAVG to the time average of SMAX, the switches s.sub.1
and s.sub.2 could remain permanently closed and the relay 32 could be
dispensed with, along with pulses applied thereto.
In either case, one can consider that the low pass filter comprised of the
resistor 29 and the capacitor 30, the subtractor 28 and the absolute value
circuit 35 is a differentiating means for determining the absolute value
of the slope of a signal; that the divider 37, the VCCS circuit 40 and the
capacitor 44 effectively constitute a low pass filter having a variable
time constant determined by the differentiating means; and that the
subtractor 46 is a means for determining the difference between the
current value of the signal and the output of the low pass filter just
described. Thus, when the absolute value of the slope of the signal is
large, as in the case of sample numbers 3 and 14 of FIG. 1, the effective
time constant of the low pass filter is made large so that the output of
the filter is changed very little and, conversely, when the slope of the
signal is low, as in the case of samples 4 through 13 of FIG. 1, the
effective time constant of the low pass filter is small so that the output
of the filter is changed by a greater amount.
In the case considered, the signal that is processed is the variation of
the maximum peaks or SMAX rather than the entire blood pressure signal
PDATA, but the circuit could be used to continuously process a signal that
is expected to have slopes within a given range so as to reduce the effect
of portions of the signal having slopes that are outside that range.
Description of a Digital Signal Processor
Direct processing of the blood pressure signal PDATA at the output of the
amplifier 6 of FIG. 7 so as to derive maximum and minimum peaks and the
production of stable values thereof in accordance with this invention can
be carried out by digital logic circuits as well as by the analog circuits
of FIG. 7. Circuits operating in this manner are described in connection
with the Hewlett-Packard 21MX series computer, but it will be apparent to
those skilled in the art that other computers could be used. It is
contemplated that the computer will be an integral part of the monitoring
equipment of which this invention forms a part.
FIG. 8 is a block diagram of functional digital units required for carrying
out the invention. Control of the flow of data as well as the operations
performed on the data are determined by instructions stored at different
locations in a ROM or instruction memory 62. Instructions are fetched from
the memory 62 by a memory controller 64 in response to commands from a
program counter or P register 66 and applied to a controller/sequencer 68.
The analog blood pressure signal PDATA at the output of the amplifier 6 of
FIG. 7 is converted into its digital form by an analog-to-digital
converter 70 and applied to an input of an input/output processor 72. The
converter 70 samples the analog wave PDATA at intervals determined by a
clocking device 84, which is distinct from the computer clock, not shown,
contained in the controller/sequencer 68. The sequencer controls the
application of the digitized PDATA to an A register accumulator 74 and a B
register accumulator 76 that are part of an arithmetic processor including
an arithmetic logic processor 78, and it also may cause a memory
controller 80 to take data from one of the accumulators 74 or 76 or the
logic processor 78 and place it into a read/write data storage memory 82
or vice-versa. The data storage memory 82 may share the same physical
memory with the control instruction memory 62 and both memories may be
controlled by the same memory controller, but separate memories and
controllers are shown so as to more clearly identify the roles played by
each.
All operations involving data manipulation usually take place in the
accumulators 74 or 76. A program instruction may, for example, cause the
controller/sequencer 68 to request the arithmetic logic processor 78 to
perform some operation involving one or both of the accumulators. Whether
the operation includes adding, dividing, negating, multiplying, shifting,
rotating, Boolean manipulation (AND, OR), or testing, the results stay in
an accumulator. If the value in the accumulator is to be stored in the
data memory 82, a separate instruction will be given to the memory
controller 80 by the controller/sequencer 68.
Instructions may be taken from the control instruction memory 62 by the
memory controller 64 with a sequence other than normal by resetting the
program counter 66 with the arithmetic logic processor 78 or with the
controller/sequencer 68, e.g., a test compare instruction could result in
the contents of the program counter or P register 66 being modified so as
to cause it to select an alternate branch in the stream of program
instructions derived from the control instruction memory 62.
An external clock 84 provides asynchronous timing pulses to the
input/output processor 72 causing it to inform the controller/sequencer
68. This results in the program counter 66 being shifted to a timing
section of the program that might, for example, request the input/output
processor 72 to sample the analog blood pressure signal PDATA with the A-D
converter 70 and place it in the data memory 82 via one of the
accumulators 74 or 76. After the timing section of the program is
completed, the program counter 66 is set back to allow the computer to
resume its normal processing.
When all manipulations of data have been completed so as to derive digital
signals respectively representative of stable values of maximum or minimum
peaks of the blood pressure signal PDATA, the controller/sequencer 68
issues a command signal causing the input/output processor 72 to apply the
digital signal to a digital-to-analog converter 86 that converts it to an
analog signal corresponding to the peak in question.
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