Note: Descriptions are shown in the official language in which they were submitted.
Numerous means for obtaining blood pressure measurements
are known including both invasive and noninvasive means. A num-
ber of noninvasive measuring means are disclosed in an article by
i0 C.S. '~eaver, J.S. Eckerley, ~.M. Newgard, C.T. Warnke, J.B.
Angell, S.C. Terry, and J. Robinson, entitled "A Study of Non-
Invasive Blood Pressure Measurement Techniques" presented at a
conference he'd at Stanford University on September, 1978 and
published by the Society of Fhoto-Optical Instrumentation Engin-
1~ eers. Included in the article is a description of an algorithmfor processing cuff pressure measurements and associated R-wave
peak detector and Korotkov sound detector output signals for de-
tecting artifact information in the output from the Korotkov sound
detector and eliminating said artifzcts from the blood pressure
20 measurements. The present invention involves an i~proved Korotkov
sound processing algorithm.
.- ~
SUMMARY OF TXE INVEN~ION AND OBJECT~
An ob~ect o~ this in~ention is the provision of an improYed
method ~ identifying fal~e signals in the output from a ~orotkov
S sound detector employed in apparatus f or the measurement of blood
pre3~ure and/or systolic ~lope of blood pressure waveR in an ar-
tery o~ a sub~ect.
An ob~ect of this invention i~ the provi310n of an auto-
matic computer-implemented technique for identifying and eliminat-
ing false outputs ~rom a Korotko~ sound detector included in a
blood pre~sure measuring 8y8tem, or the like, which technique is
well adapted rOr use during stress testing, or in an operating roo~
and intensiv~ care units of hospitals wherc ECG signals normally
are available
The above and other ob~ects and advantage~ of thi~ in~en-
tion are achieved by means of a sy~tem which includes an inflatabl~
cuff which is inflatable to a pres~ure above systolic pressur~
and deflatable to a pressur~ balow diastolic pressurg. A pressure
transducer connected to thP inflatable cuff generates a signal
2~ which i8 a ~unction of cuff vressure. A microphone pick~ up
KorotkoY sound~, and arti~acts, duxing deflation of the cuff, and
electrodes attached to the sub~ect pick up electrocardiographic
~ignals. The peak o~ the ECG R-wave is detect~d by R-wave peak
de~ection techniques. ~any, but not all artifacts, are re~oved
25 from the microphone output by u~e of X-sound detec~ion techniques.
The pressure transducer output is converted to di2ital ~orm for
transfer to a digital computer and storage in the computer memory.
The time of arrival of the peak R-wave signals and associated K-
sound and artifact signals also is stored in the computer memory.
RK intervals comprising the time interval between the time of
arrival of an R-wave signal and the associated K-sound or artifact
signzl are determined which, together with the associated cuff
pressure, establish a plurality of RK interval versus cuff pres-
sure points,,some of which are true points and others of which are
artifact points. These points are stored in the computer memory.
Certain RK interval values outside normal ranges are eliminated
as probably resulting from artifacts. Remaining RK intervals axe
grouped in separate groups using a chaining operation which in-
volves estimating from one point at a high cuff pressure, an RK
inter-val value, RK, at a next lower cuff pressure at which there
is a point. If the difference between the RK interval value at
sa,id lower cuff pressur-e and estimated interval value, RK, is
within a selected range, the actual value is added to the group.
Now, using the newly added point, an estimated RK interval value
for the next lower cuff pressure at which there is another point,
is calculated and the difference between the estimated value ~
and actual RK interval value is determined. Again, the point is
added to the group of points if the difference i8 within a pre-
determined range of RK interval values. If the difference is out-
side the range, the point is not added to the group of points, and
the RK interval at the next lower cuff pressure containing a point
is checked. After the point at the lowest cuff pressure has been
checked,the process is repeated starting at the highest ungrouped
point. When all of the points have been grouped, the group with
the greatest number of RK interval vs cuff pressure points therein
is selected as the group which includes the greatest number of
valid, or true, RK interval ver-sus cuff pressure points. A
straight line using minimum mean-square fitting techniques is
fitted to these points and, with further processing, some addi-
tional artifact points may be deleted from the group. ~ith
artifact points deleted, the cuff pressure at the maximum and
~5
minimum RK interval points provides a measure o~ the subject's
systolic and diastolic blood pressures, respectively. Using the
techniques of this invention, accurate blood pressure measurements
may be obtained with ambulatory subjects in a noisy environment.
BRIEF DESCRIPTION OF THE DRAWINGS
The invention will be better understood from the following
description when considered with the accompanying drawings. In
0 the drawings:
Fig. 1 shows peak R-wave detector, K-sound detector, and cuff
pressure transducer output measurements obtained from a subject,
plotted against time;
Fig. 2 is a plot of R~ interval versus cuff pressure with
1~ no artifacts present;
Fig. 3 is a plot of RK interval versus cuff pressure which
is similar to that of Fig. 2 but which results when artifacts are
included in the output from the K-sound dPtector used in making
the measurements;
Fig. 4 is a simplified block diagram of a system which may
be employed in the practice of this invention for identifying and
deleting E-sound artifacts from the output of K-sound detector
means:
Fig. 5A and 5B, together, show a flow chart for use in ex-
10 plaining operation of this invention;
Fig. 6 is a plot of RK inter~al versus cuff pressure show-
ing points thereof joined in separate groups;
Fig. 7 is a flow chart showing details of a chaining opera-
tion included in steps of thP flow chart of Figs. 5A and 5B, and
Fig. 8 is a plot of RK interval versus cuff pressure for
use in axplaining the chaining operation depicted in Fig. 7.
~0
As i3 understoQd, electrocardiographic signals picked up by
electrodes attached to a subject's body include a large R-wave
component which is relatively easily detected. In Fig. 1, success-
ive outputs from a peak R-wave detector included in the pre~ent
5 system are identified by reference ch~racters Rl, R2...... R20.
At any given level of physical activity substantially periodic
peak R-wave signals are produced by the subject, and, f`or simpli-
city, periodically occuring R-wave signals are sho~n in Fig. 1.
An inflatable cu~f attached to the upper arm of the subject is
inflated and slowly de~lated as shown by the plot of cu~f pressure
versus time included in Fig. 1. The cuff is inflated to a pres-
sure,P, above systolic pressure, then is deflated through a
pressure range at which Korotkov sounds are produced. A micro-
phone atthe inflatable cuff senses Korotkov sounds during defla-
tion of the cuff. ~he microphone output is coupled to a Xorotkov
sound detector, the output from which includes true K-sounds
identified by reference characters ~8 through K20. In Fig. 1 the
numerical suffixea 1 through 20 for the R-wave detector output
identify the successive heartbeat periods, with corresponding
suffixe3 being used for the ~-sound detector and pres3ure transduc-
er outputs ~ and P, respectively.
In Fig. 1, the KorotXov sound detector output i8 depicted
on two linss, the upper one o~ which include~ only artifact-free
~-~ound~, and the lower one of which lncludes only artlfacts. The
5 letter suffix A identifies those ~ sound detector outputs which are
and,
artlfact~,/where more than one artifact output i~ produced during
a given heartbsat period, a 3ubsequent numerlcal ~uffix i9 lnclud-
ed to separately identify the 3a~e. Thus, in Fig. 1, for heart-
beat period 14, two K-sound artifact signals X14Al and K14A2 are
shown. Por heart beat periods 3, 7 and 9, only ona artifact per
beat i9 ~hown, which are identified by reference character3 K3A,
K7A and K9A, respectivaly. In signal processing rOr the removal
of artifacts from true X-sound~, uqe i8 made of the time inter~al
between the occurrence o~ the ~ave and the subsequent occurrence
of the associat2d K-sound detector output. ~uch RK intervals z~e
~dent~fied by reference characters ~K ~ogether with a numerical
suffix for the associated heart beat period~. Where the K-sound
detector ou~put comprises an artifact, an additional suffix A is
included, and i~ more than one artifact per heart beat period i5
produced, a iubsequent numerical suffix distinguishes between the
same. Thus, in Fig. 1, RK intervals for true Korotkov sounds are
identified by reference characters RK8 through RK20 while RK in-
tervals for artifacts are identified by the reference characters
RK3A, RK7A, RX9A, RR14Al and RK14A2.
Reference now i3 made to Fig 2 of th2 dra~ings wherein a
2~ plot o~ RK interval measurements a3 a funct~on of cuf~ pressure i~
shown. In Fig. 2, the plot ~ncludes RK interval nea~urement~
obtained using true K-sounds only, and not artifacts. ~uch RK
interval versus cuff pressure po1nt~ are identified as "true~
point~ herein ~o di~tlngui6h the same from artifact~ points ob-
25 tained usin~ K-sound dstector outputs which ara artifacts. For
the artifact-free plot shown in Fig. 2~ a straight line 20 with
a positive slope can be fitted through the series of points using
minimum mean-squared fitting technique3. The slope, L~ RK inter-
val/L~pressure, of the line 20, is in~ersely proportio~al to the
systolic 810pe of the blood pressure wa~e of the subject and,
therefor, proYides a measure of the systolic slope of the blood
pressure wave. The systolic slope of the blood pressure wavs, and
hence the slope of line 20, varie~ in accordance with exercise,
with the sy~tolic slope generally slowly increa~ing with increasing
exercise. At rest, before exercise, a slope of approximately 1
(one) for line 20 is typical~ In the operation of this in~ention
a ~control slope" mc is computed using an estimated slope of,
say~ 1 for the line 20 while the subject is at rest, before exer-
cise. Measurements of slope are described in detail below. Also,
15 the maximum and minimu~ cuff pressures at which true Korotkov
sounds are obtained provide a measure of the systolic and diastolic
blood pressures, respectiYely, as seen in ~ig. 2.
Por an ambulatory subject, or one undergoing ~tress exercise,
the R-sGund detector output includes numerous artifacts. In Fig.
2C 3~ to which re*erence now is made, a plot of RK interval measure-
ments a a function of cuff pressure is shown which includes not
only true points but also includes artifact points. a straight
line 22 is shown fitted to the points using mini~um means-squared
fitting techniques. Although the slope of the line 22 may appro-
25 ximate that of a curve fitted to only true points, artifact pointsmust be sub~tantially elimina~sd from the plot i~ a relati~ely
true measure of systolic slope and/or of systolic or dia~tolic
blood pressure is to be obtained from the detected R-waves and
K-sounds and aRsociated cuff pressure measurement~. An algorithm
using cuff pressure measurements and times of occurrence of R-wave
and K-sound outputs for identifying artifacts in order that they
may be deleted ~om the K-~ound output is described below. First,
however, a si~plified showing of a system which may be used for im-
plementing 3uch an algorithm will be described, which system in-
cludes ~eans for obtaining necessary measurements of cuff pressure
along with measurements of the time of arrival of R-waves and ~-
sounds.
Reference now is made to Fig. 4 wherein a system which is
~uitable for use in the practice of this invention is shown com-
prising an inflatable cuff 30 for encircling a subject's limb,
such as upper arm, and a pressure source 32 connected to the cuff
through a pressure controller 34. Cuff pressure is sensed by a
prsssure transducer 36, the analog outpu~ from which is connected
through an amplifier 38 to the input of an analog to digital con-
verter 40 for converqion to d~gital signal ~orm. The digitiæed
20 cuff pressure signal i3 connected through a digital multiplexer 42
to a co~puter 44 which includes memory 44h where cuff pressure
signals obtained during a cuff deflation temporarily are stored
for use in computing systolic and dias~Qlic blood pressure and/or
the systolic slope of the blood pressure waves during said cuff
25 deflation.
-12-
With the cuff attached to the upper arm of the sub-
ject, the cuff is inflated to a pressure above systolic
pressure. Then, as the cuff pressure is decreased, ~y R-~ave-
triggered decrementation, the first Korotkov sound appears
at the systolic pressure t and the last at the diastolic
pressure. A microphone 46 picks up the Korotkov sound (K-sound)
at a plurality of cuff pressures between systolic and diastolic
pressures. The microphone also picks up noise; the amount
of noise produced depending upon the physical activity of the
subject. The microphone output signal is amplified by ampli-
fier 48, and the amplifier output is supplied both to a signal
converter 50 and to a K-sound detector 52. The converter 50
simply may include a one-shot for generation of a pulse output
in response to an amplified output signal from amplifier 48,
which pulse output is connected to the multiplexer 42. The
K-sound detector 52 distinguishes between true K-sounds and
some artifacts, and produces an output in response to true
K-sounds and artifacts which are not eliminated by the detector.
The K-sound detector output is connected to an address input
of the multiplexer 42. In the presence of an output from the
K-sound detector, the output from converter 50 is connected
through the multiplexer 22 to an interrupt input of the computer
44 to produce a K-sound, or artifact, timing signal which,
together with an associated R-wave timing signal, provides a
measure of the RK interval.
, ~
ECG electrodes 60 attached to the subject's body pick up
ECG signalR ~hich are amplified by amplifier 62 and then supplied
to a converter 64 and to an R-peak detector 66. A~ with the con-
verter 50, the conYerter 64 also may include a one-8hot for æenera-
tion of a pulse output in response to the R-wave component of the
amplified ~CG signal. The pulse output from the conYerter 64 is
connected to the multiplexer 42 for connection as an interrupt
input to the computer 44. The R-peak detector detects the R-waYe
of the ECG slgnal while discriminating against noise and other
ECC signal components, such as the P and T wave components. The
R-peak detector output i9 supplied as an address lnput to the
multLplexer 42 for connection of the output from the converter
64 to an interrupt input of the computer 44 when an R wave is
detected. The difference in time between the arrival of an R wave
lS input and associated true and /or artifact K-sound ~ignal(s) at the
interrupt inputs to the computer provides a measure of the RK and/
or R~A interval, which interval value is te~porarily stored in the
computer memory 44A for use with other such true and artifact
R-sound interval values obtained at different cuff pressures. A
20 clock 44B i8 included in the system for use in making the aboYe-
described time interval measurements.
Another address input for the multiplexer 42 is obtained
from the computer 44 through a control unit 70. Under control of
unit 70, the multiplexer 42 is switched for connection of cuff
25 pressure signals from the A/D co merter 44 to the computer 44.
5;'~
14
Also, multiplexer address information is supplied to the computer
44 through the control unit 70 for use by the computer in control-
ling operation of the multiplexer. A keyboard 72 ~ay be included
for manual supply of information to the cornputer, such as the name
of the subject being tested, etc. Data display and recording unit
74 may be used to display andjor record information outpu-t from
the computer, such as systolic slope, systolic and diastolic blood
pressure, or the like.
The computer 44 implements a novel process for identifying,
and eli~inating, artifacts included with true ~-sound signals in
order that accurate blood pressure and/or systolic slope measure-
ments may be obtained using only true K-sounds. The process, in
general, will be best understood with reference to the flow chart
of Figs. 5A and 5~. It will here be noted that one or more pro-
gramming steps may be involved in the actual implementation of the
indicated operation. Since the programming of such steps for the
indicated operations is well within the skill of the average pro-
grammer, a complete program listing is not r-equired and is not
included herein.
With the cuff 30 and transducers 36 and 60 properly secured
to the subject, the test is started as indicated by START step
lO0, at which time system power is turned on or a reset operation
is performed, by means not shown. Initialization step 102 in-
cludes initial settings of counters, registers and the like, in
the computer 44. A control slope mc is used by the algorithm for
identifying, and discarding, artifacts. For the first activity,
R-peak, K-sound and cuff pressure measurements are obtained while
the subject is at rest. Measurements obtained during this resting
activity are used for computing an initial control slope mc. As
noted above, the K-sound dete~tor output is relatively free of
artifacts while the subject is at rest, thereby ensu~ing that a
relatively accurate value of control slope mc is computed.
With the subject at rest, hefore exercise, cuff inflation
step 108 is entered wherein the cuff 3O iB inflated under control
of the computer to a pressure above systolic blood pressure
through operation of the cuff pressure controller 34 to occlude
blood flow in the brachial artery. Next, at step 110, the cuff
Fressure is reduced to a pressure at which true Korotkov, or
Irtifact, sounds are first detected which, for true Korotkov
sounds, is t.he systolic blood pressure. At this point, the cuff
pressure is entered into the computer memory 44A through use of
the transducer 36, amplifier 38, A/D converter 40 and digital
multiplexer 42, as indicated by step 112.
Next, at step 114, an R-peak wave is detected and its time
of arrival is entered into the computer memory. The time of
20 arrival of an associated Xorotkov sound also i~ entered into the
computer memory, as is the time of arrival of artifacts, if any,
in the K-sound detector output. As seen in Fig. 1 and described
above, for any given R-peak wave, the time of arrival of the true
K-sound and that of one or more artifacts may be storsd.
-16-
At step 116 the RK interval is calculated, and the
~ interval value, or values, are stored (step 118) with the
associated cuff pressure. The cuff pressure, at step 120, is
then reduced an incremental amount of, say, 4mmHg. The decision
step 122 next is performed to determine whether or not cuff
pressure remains above diastolic pressure. If the decision is
affirmative, step 112 is again entered, whereupon the new
reduced cuff pressure value is stored, together with new
associated ~K interval values.
~Jhen the cuff pressure is reduced below diastolic
pressure, decision step 122 is negative, and step 124 is
entered and the process of eliminating artifacts from the
K-sound detector output begins. At step 124, RK intervals
calculated at step 116 are checked for the presence of an
interval which is more than a predetermined nu~ber, A, of
heartbeats from~an adjacent RR interval. Any ~ interval
which is more than, say, 3 heartbeats from an adjacent interval
is deleted from the list of RK intervals stored at step 118.
In Fig. 1, RK interval RK3A toccurring at heartbeat period 3
is more than three heartbeats from the nearest RK interval
(here, RK7A at heartbeat period R7), and, in accordance with
step 124 is deleted from the store of RK intervals obtained
during the illustrated cuff deflation. Generally, such isolated
RK intervals result from artifacts and should not be included
25 in subsequent computations.
.
For any subject under any exercise condition, RX intervals
are practically never less than 100 ~s and rarely are greater
than 400 ms. At step 126, the store of RK inter~als i~ che~ked
and those intervals equal to or les~ than B~ saY, 100 ms or equal
to or greater than C, say, 400 ms, are deleted from the list.
Minimum value~ employed in this test may range, ~or example, from
25 to 150 ms, and maximum values from 350 to 600ms.
Under certain conditions during a cuff deflation, tha
cuff pressure may rise, due, for example, to physical pressure
exerted thereon during exercise. At step 128, the cuff pressure
i~ checked for any rise therein which may have occured during a
cuff deflation. Ir there has been a pressure rise during a heart-
beat period, only the fir~t-occuring RK interval i~ accepted, and
any subsequent RK intervals which may occur during the period are
deleted. K-sound detector outputs which occur during the pressure
increase often are produced by sounds generated by such increase
and are assumed to be artifacts.
At dec~sion step 130, the total numoer of RK intervals
remaining follo~ing steps 124 through 128 i8 checked. If the num-
20 ber is less than, D, the RK interYals for the deflation are notprocessed, and opera-tion r~turns to step 108 for the start of
another cycle of operation. With 4 mmHg steps during cuff defla'
tion, a plurality of true K-sounds normally are produced. For
this test, a ~alue of D in the range of between 4 and 10 typically
25 is employed. It will be apparent that steps 124 thrcugh 128 may be
per~ormed in any desired orderO
1~
If a sufficient number of RK interval points remain after
step 130, another decision step 132 is entered at which a deter-
mination is made whether or not a control cycle is being processed.
As noted above, once a control slope mc has been determined, such
a control slope, or some function thereof, may be used in subse-
quent chaining operations. Chaining involves grouping together
RK interval points, in a manner described below, to eliminate
those points which fail to fit the group which includes the most
points. If a control ~lope has been determined during a prior
cycle, or cycles, of operation, such control slope is used in the
chaining operation which follows, as indicated at step 134. If
no such control slope has been established, an estimated slope is
used for the chaining operation, as indicated at step 136. In
Fig. 6, a plot of RK interval versus cuff pr-essure is shown where-
in three groups, or chains, of RK inter~al points have been es-
tablished using the chaining process of this invention, the groups
being identified by reference characters Cl through C30 Details
involved in the chaining steps 134 and 136 are included in the
flow chart of Fig. 7, described below following completion of the
description of the flow chart of Figs. 5A and 5B.
The chain which includes the greatest number of RK inter-
val points established at step 134, or at step 136, is selected
for the next step 138 where a straight line is fitted to the chain
using a minimum mean-squared algorithm. In Fig. 6, straight line
140 is shown fitt~d to chain C2 in accordance with step 138 of the
5 ~
flow chart. At step 142, the distance o~ the RK interval points
in the chain from the straight line 140 i5 determined, and all
points more than a specified distance therefrom are deleted from
the chain. For example, RK interval points moxe than, say, 20ms
from the line 140 may be deleted. In Fig. 6, RK interval point
identified by reference character 144 is eliminated by ope~ation
of step 142.
At step 146, a check of RK interval points adjacent the
diastolic end of the chain is made to determine whether or not the
RK interval of the end point is less than that of its neighboring
point. An end point (such as point 145 shown in Fig. 6) having
an RK interval greater than the neighboring point is deleted from
the chain. When an end point is deleted, the above test is re-
peated until an end point having an RX inte~al which is 1P5S than
the neighboring point is located. In this manner7 a point in the
chain adjacent diastolic pressure at which there is an upward
deflection of the chain is selected as an end point.
Next, at step 148, another check of points adjacent the
diastolic end of the chain is made for any point, or group of,
say, two points which is more than E heartbeats from an adjacent
point, where E is, say, 3. Such point, or group of pcints, is
deleted from the chain as likely being artifacts.
5~3
At the following step 150, a straight line is fitted to
the remaining points of the selected chain using the minimum mean-
squared algorithm in the manner of step 130. Steps 152, 154 and
156 which follow are similar to the above-described steps 142, 146
and 148 respectively, except the operations now are performed on
the chain of RK interval points and straight line fitted thereto
at step 150. At stsp 158, another straight line is fitted to the
points which remain. The cuff pressures at the shortest and long-
est RK intervals included in the chain are a measure of the
respective diastolic and systolic blood pressure of the subject,
which pressure measurements may be displayed, stored, recorded or
the like, as indicated at step 160. The slope of the straight
line fitted at step 158 is determined at step 162, which slope
provides a mezsure of the systolic slope of the blood pressure
lS waves during the cuff deflation. This value may be stored, re-
corded, displayed, or the like, as desired. At decision step 164,
step lOô is reentered if the test is ~o be continued. If not, the
test is ended at step 166.
Reference now is made to the flow chart of Fig. 7 which
includes details of the chaining operation shown at step 134 of
Fig. 6A. As noted abovç, chaining involves the dividing of RK
interval Yersus cuff pressure points obtained during a cuff de-
flation into groups. At step 170, a check is made for any un-
grouped points. Of any remaining points, that point at the high-
25 est cuff pressure is stored in a first group of points at step 172
Referring to the RK interval versus cuff pressure plot of Fig. 8,at the beginning of the chaining operation. point (RXn_l. Cn_l) t
which is the highest ungrouped cuff pressure point, is stored in
group, or chain, 1 (one) of points at this step. Next, at step
174, another check is made for any ungrouped points and, if any
points remain, an estimate of the RX interval for the next lower
cuff pressure point is made at step 176. In Fig. 8, the point a~
the next Iower cuff pressure is point tRKn, Cn). An estimated RK
interval RKn for cuff pressure Cn is computed by projecting a line
10 with a control slope mc ~rom point (RKn_l, Cn_l) to Cn. The dif-
~erence between the estimated and actual RK Yalues is determined
at step 178. In Fig. 8, this difference is identified as
~RKn = ~ n -RKn. If an arti~act is present, the absolute differ-
ence ~RXn almost always falls outside the 40ms, range, and at step
180a R~ is compared to, say, ~Oms to determine whether or not it
is within the 40ms range. If it is within this range, the point
(RXn, Cn) is stored in a group with point (RXn_l, Cn 1) at step 182,
and decision step 184 is entered. If not within range, decision
step 184 is entered without storing, or grouping the point. For
20 the plot of Fig. 8, point (RKn, Cn) is outside the range whereby
point (RKn, Cn) is not stored with the group 1 points.
At step 184, a check for additional points at lower cuff
pressures is made. If it is determined that one or more such
points remain, step 176 is reentered, wherein an estimated RK
interval for the next lower cuff pressure point is made. In Fig.
8, the next lower cuff pressure point is (RXn+l, Cn~l), and the
23
estimated point iR (RK n+l- Cn~l). Again, the dif~erence in RK
interval between the actual and esti~ated point9 exceedq 40 m~,
whereby this point al80 is not included with the group 1 points.
The next lower cuf~ pressure point (RKn+~, Cn~2) is
checked and the ~RKn i8 determined to be within the 40ms range.
Now, the result of decision step 180 i~ negative, whereupon step
182 is entered for storage Or point (~Xn~2, Cn+2) with the group
1 points.
In accordance with the present invention, whe~ a new RK
interval vs cuff pressure point i5 added to the group, a lina with
the control slope mc i8 projected from the newly added point to
the next loNer cuf~ pressure which includes an ungrouped point.
As seen in Fig. 8, a new line with slope ~c i8 ~hown projected
from point (RXn+2, Cn~2) newly added to the list. This method of
chaining provides for much more accurate grouping of points than
i8 provided in the arrangemen~ disclosed in the above mentioned
article, ~A ~tudy of Noninvasi~e Blood Pressure i~easurement
Techniques~ wherein the line is projected from the highest cuff
pressure points to the lowest, and not from ne~ly added points.
2d In Pig. 8, it will be seen that (RKn~5, Cn+53 is the last
point to be added to chain 1. At this point in the operation,
decision step 184 i9 negative, whereupon the group number is in-
cremented at step 186, and decision step 1~0 i~ reentered. I~
more ungrouped point3 exist, the chaining operation is repeated
2S starting with the point at ~he highest cuff pr2ssure not yet in-
cluded in a chain, or group. In Fig. 8, point (RXn ~Cn) is
selected at step 172 for storage with points of a second group
After point (RKn+l - C~l) has been identified as a group 2 point,
at step 180, and stored at step 182, no more ungrouped points at a
lower cuff pressure remain, and the operation loop5 back through
step 186 to step 170, Now, since there are no remaining ungrouped
points, decision step 170 is negative, and step 138 ~Pig. 5A) i8
entered for fitting of a straight line to the group which includes
the greatest number of points in the manner described above.
Step 136 involves essentially the same operations as above-
10 described step 134 except that an eatimated slope rather than a
control slope is used in projecting a line from one point to a
next lower cuff pressure which include~ a point. As noted above,
the estimated slope i8 used during a control cycle during uhich
the subject is stationary, and ar*ifacts are at a minimum. The
1~ slope of the straight line fitted to points at step 158 and
calculated at ~tep 162 during a control cycle is employed in step
134 on subsequent cuff deflations during which the subject is
active. If desired, a plurality of control cycles may be perfoxm-
ed, and the average slope obtained therefrom may be used as the
20 control slope.
The slope of the line fitted at step 158 nor~ally changes
during exer~se. For any given cuff deflation, the slope obtained
during one or more preceeding cuff deflations, or some function
thereof, may be used in step 134 as the control slope. The cuff
deflation cycles may be repeated often enough such that the change
in slope between cycles is minimal. Thus, the slope obtained
s~
24
during one cuff deflation may provide an accurata control slope
for use in a next cycle. In an a}ternative arrangement, an e~-
timated ~lope of, say, 1 may be employed in all chaining operations,
withou~ establishment of a control slope.
The invention ha~ing been described in detail in accord-
ance wlth re~uirement~ of ths Eatent Statutes various other changes
and modifications will suggest themselves to those skilled in
this art. Por example, the novel method is not limited to use
~ith apparatus illustrated in Fig. 4. Instead of u~ing R-wave
and K-sound detectors, the ECG æignal and/or ~orot~ov sound wave-
forms may be di~itized, and the digital si~nals supplied to the
computer for software R-wave and/or K-sound detection, with the
time of arrival of the software R-wave and/or K-sounds being stored
in the computer memory. Also, a recording of the necessary inputs
may be made, and the recorded signals played back to provide ~he co~puter
inputs. ~uch recording of signals for processing i9 particularly
use~ul for long term monitoring of blood pressure of ambulatory
subjects. Portable equipment for automatic cuff inflation and
deflation, and K-30und, ECG and cuf~ pressure recording is w~ll
2C known. Obviously, high speed playback o~ the recorded signals i~
po8gible, 80 long a compensatlon is made for any time differsnce3,
if any, which may r~sult therefrom. It i6 intended that the above
and other such changes and modifications shall fall within
the ~pirit and scope of the invention defined in ths appended
25 claims.
