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| United States Patent | 5490505 |
| Link to this page | http://www.wikipatents.com/5490505.html |
| Inventor(s) | Diab; Mohamed K. (Laguna Niguel, CA);
Kiani-Azarbayjany; Esmaiel (Laguna Niguel, CA);
Weber; Walter M. (Dana Point, CA) |
| Abstract | A signal processor which acquires a first signal, including a first primary
signal portion and a first secondary signal portion, and a second signal,
including a second primary signal portion and a second secondary signal
portion, wherein the first and second primary signal portions are
correlated. The signals may be acquired by propagating energy through a
medium and measuring an attenuated signal after transmission or
reflection. Alternatively, the signals may be acquired by measuring energy
generated by the medium. A processor of the present invention generates a
primary or secondary reference signal which is a combination,
respectively, of only the primary or secondary signal portions. The
secondary reference signal is then used to remove the secondary portion of
each of the first and second measured signals via a correlation canceler,
such as an adaptive noise canceler, preferably of the joint process
estimator type. The primary reference signal is used to remove the primary
portion of each of the first and second measured signals via a correlation
canceler. The processor of the present invention may be employed in
conjunction with a correlation canceler in physiological monitors wherein
the known properties of energy attenuation through a medium are used to
determine physiological characteristics of the medium. Many physiological
conditions, such as the pulse, or blood pressure of a patient or the
concentration of a constituent in a medium, can be determined from the
primary or secondary portions of the signal after other signal portion is
removed. |
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Title Information  |
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Drawing from US Patent 5490505 |
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Signal processing apparatus |
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| Publication Date |
February 13, 1996 |
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| Filing Date |
October 6, 1993 |
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| Parent Case |
This application is a continuation-in-part of U.S. Ser. No. 08/249,690,
filed May 26, 1994, now allowed, which is a continuation of application
Ser. No. 07/666,060, filed Mar. 7, 1991, now abandoned. |
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Title Information  |
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References  |
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| *references marked with an asterisk below are user-added references |
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U.S. References |
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| | Reference | Relevancy | Comments | Reference | Relevancy | Comments | 3647299
|      Your vote accepted [0 after 0 votes] | | 5273036 Kronberg 600/310 Dec,1993 |      Your vote accepted [0 after 0 votes] | | 5057695 Hirao 250/575 Oct,1991 |      Your vote accepted [0 after 0 votes] | | 4955379 Hall 600/336 Sep,1990 |      Your vote accepted [0 after 0 votes] | | 4956867 Zurek 381/94.7 Sep,1990 |      Your vote accepted [0 after 0 votes] | | 4948248 Lehman 356/40 Aug,1990 |      Your vote accepted [0 after 0 votes] | | 4927264 Shiga 356/41 May,1990 |      Your vote accepted [0 after 0 votes] | | 4907594 Muz 600/335 Mar,1990 |      Your vote accepted [0 after 0 votes] | | 4883353 Hausman 356/41 Nov,1989 |      Your vote accepted [0 after 0 votes] | | 4869254 Stone 600/336 Sep,1989 |      Your vote accepted [0 after 0 votes] | | 4869253 Craig, Jr. 600/323 Sep,1989 |      Your vote accepted [0 after 0 votes] | | 4867571 Frick 356/436 Sep,1989 |      Your vote accepted [0 after 0 votes] | | 4863265 Flower 356/41 Sep,1989 |      Your vote accepted [0 after 0 votes] | | 4860759 Kahn 600/481 Aug,1989 |      Your vote accepted [0 after 0 votes] | | 4848901 Hood, Jr. 356/41 Jul,1989 |      Your vote accepted [0 after 0 votes] | | 4824242 Frick 356/41 Apr,1989 |      Your vote accepted [0 after 0 votes] | | 4799493 DuFault 600/518 Jan,1989 |      Your vote accepted [0 after 0 votes] | | 4800495 Smith 600/322 Jan,1989 |      Your vote accepted [0 after 0 votes] | | 4773422 Isaacson 600/326 Sep,1988 |      Your vote accepted [0 after 0 votes] | | 4649505 Zinser, Jr. 379/406.08 Mar,1987 |      Your vote accepted [0 after 0 votes] | | 4537200 Widrow 600/509 Aug,1985 |      Your vote accepted [0 after 0 votes] | | 4407290 Wilber 600/330 Oct,1983 |      Your vote accepted [0 after 0 votes] | | 4095117 Nagy
Jun,1978 |      Your vote accepted [0 after 0 votes] | | 4086915 Kofsky 600/330 May,1978 |      Your vote accepted [0 after 0 votes] | | 4063551 Sweeney 600/479 Dec,1977 |      Your vote accepted [0 after 0 votes] | | 3704706 Herczfeld 600/324 Dec,1972 |      Your vote accepted [0 after 0 votes] | | 4928692 Goodman 600/324 Dec,1969 |      Your vote accepted [0 after 0 votes] | | 4911167 Corenman 600/324 Dec,1969 |      Your vote accepted [0 after 0 votes] | | 4892101 Cheung 600/323 Dec,1969 |      Your vote accepted [0 after 0 votes] | | | | | |
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| Market Size |
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| Reasonable Royalty |
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Public's "Guesstimation" of Royalty Value
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| Market Size | N/A | [No votes] | | x | Market Share | N/A | [No votes] | | x | Reasonable Royalty | N/A | [No votes] |
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Market Review  |
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Technical Review  |
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Claims  |
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We claim:
1. In combination:
a detector responsive to a first signal which travels along a first
propagation path and a second signal which travels along a second
propagation path, to provide a representation of said first and said
second signals on an output, a portion of said first and second
propagation paths being located in the same propagation medium, wherein
said representation of said first signal on said output has a primary
signal portion and a secondary signal portion, said primary signal portion
of said first signal being subject to attenuation along substantially the
entire first propagation path and wherein said representation of said
second signal on said output has a primary signal portion and a secondary
signal portion, said primary signal portion of said second signal being
subject to attenuation along substantially the entire second propagation
path; and
a first signal processor having inputs coupled to said detector, said first
signal processor responsive to said representation of said first and
second signals from said detector to combine said first and second signals
to generate either a primary or secondary reference signal which is a
function significantly of either of, respectively, said primary or said
secondary signal portions of said first and second signals.
2. The combination recited in claim 1, further comprising a second signal
processor responsive to the secondary reference signal and to said
representation of said first signal to derive therefrom an output signal
which is a function of significantly said primary signal portion of said
first signal.
3. The combination recited in claim 2, wherein said second signal processor
comprises a correlation canceler.
4. The combination recited in claim 2, wherein said second signal processor
comprises an adaptive noise canceler.
5. The combination recited in claim 4, wherein said adaptive noise canceler
comprises a joint process estimator.
6. The combination recited in claim 5, wherein said joint process estimator
comprises a least-squares lattice predictor and a regression filter.
7. The combination recited in claim 1, further comprising a second signal
processor responsive to said primary reference signal and to said
representation of said first signal to derive therefrom an output signal
which is a function significantly of said secondary signal portion of said
first signal.
8. The combination recited in claim 1, further comprising a second signal
processor responsive to said secondary reference signal and to said
representation of said first signal to derive therefrom an output signal
which is a function significantly of said primary signal portion of said
second signal.
9. The combination recited in claim 1, further comprising a second signal
processor responsive to said secondary reference signal and to said
representation of said first signal to derive therefrom an output signal
having a significant component which is a function of said secondary
signal portion of said second signal.
10. The combination recited in claim 1, wherein said detector is configured
to detect a physiological function represented by said first and second
signals.
11. The combination recited in claim 10, wherein said detector is adapted
to measure a blood constituent.
12. The combination recited in claim 11, wherein the blood constituent
measured by said detector is blood gas.
13. The combination recited in claim 10, wherein said detector comprises a
sensor that is responsive to electromagnetic energy.
14. The combination recited in claim 1, further comprising electromagnetic
means connected to said detector for measuring a plethysmographic waveform
depending upon said first and second signals received by said detector
through said propagation medium, said propagation medium including living
tissue.
15. The combination recited in claim 1, further comprising a pulse oximeter
connected to said detector, said pulse oximeter monitoring a physiological
condition depending upon said first and second signals received by said
detector through said propagation medium, said propagation medium
including living tissue.
16. The combination recited in claim 1, further comprising a blood pressure
monitor connected to said detector and configured to derive a
physiological condition depending upon said first and second signals
received by said detector through said propagation medium, said
propagation medium including living tissue.
17. The combination recited in claim 1, further comprising an
electrocardiograph connected to said detector said electrocardiograph
adapted to determine an electrocardiogram condition depending upon said
first and second signals received by said detector means through said
propagation medium, said propagation medium including living tissue.
18. The combination recited in claim 17, wherein said electrocardiograph
includes a tripolar electrode sensor having three concentrically arranged
electrodes.
19. An apparatus for computing arterial and venous signals in living
tissue, said apparatus comprising:
a detector configured to receive a first signal which travels along a first
propagation path and a second signal which travels along a second
propagation path, at least a portion of said first and second propagation
paths being located in a propagation medium, wherein said first signal has
an arterial signal portion that is indicative of arterial blood and
another signal portion that is indicative of venous blood, and said second
signal has an arterial signal portion that is indicative of arterial blood
and another signal portion that is indicative of venous blood; and
signal processor means having an input coupled to said detector and
responsive to said first and second signals and to combine said first and
second signals to generate a signal having a significant component which
is a function of either of said arterial or said other signal portions of
said first and second signal.
20. The apparatus recited in claim 19, wherein the other signal portion of
each of said first and second signals includes an indication of human
respiration.
21. A signal processor comprising:
a detector responsive to a first signal which travels along a first
propagation path and a second signal which travels along a second
propagation path, to provide a representation of said first and said
second signals on an output, at least a portion of said first and second
propagation paths being located in the same propagation medium, wherein
said representation of said first signal on said output has a primary
signal portion and a secondary signal portion, and wherein said
representation of said second signal on said output has a primary signal
portion and a secondary signal portion;
a first signal processor having inputs coupled to said detector, said first
signal processor responsive to said representations of said first and
second signals from said detector to combine said first and second signals
to generate either a primary or secondary reference signal which is a
function significantly of either of, respectively, said primary or said
secondary signal portions of said first and second signals; and
a second signal processor responsive to the secondary reference signal and
to said representation of said first signal to derive therefrom an output
signal which is a function of significantly said primary signal portion of
said first signal.
22. A signal processor comprising:
a detector responsive to a first signal which travels along a first
propagation path and a second signal which travels along a second
propagation path, to provide a representation of said first and said
second signals on an output, at least a portion of said first and second
propagation paths being located in the same propagation medium, wherein
said representation of said first signal on said output has a primary
signal portion and a secondary signal portion, and wherein said
representation of said second signal on said output has a primary signal
portion and a secondary signal portion;
a first signal processor having inputs coupled to said detector, said first
signal processor responsive to said representations of said first and
second signals from said detector to combine said first and second signals
to generate either a primary or secondary reference signal which is a
function significantly of either of, respectively, said primary or said
secondary signal portions of said first and second signals; and
a second signal processor responsive to said primary reference signal and
to said representation of said first signal to derive therefrom an output
signal which is a function significantly of said secondary signal portion
of said first signal.
23. A signal processor comprising:
a detector responsive to a first signal which travels along a first
propagation path and a second signal which travels along a second
propagation path, to provide a representation of said first and said
second signals on an output, at least a portion of said first and second
propagation paths being located in the same propagation medium, wherein
said representation of said first signal on said output has a primary
signal portion and a secondary signal portion, and wherein said
representation of said second signal on said output has a primary signal
portion and a secondary signal portion;
a first signal processor having inputs coupled to said detector, said first
signal processor responsive to said representations of said first and
second signals from said detector to combine said first and second signals
to generate either a primary or secondary reference signal which is a
function significantly of either of, respectively, said primary or said
secondary signal portions of said first and second signals; and
a second signal processor responsive to said secondary reference signal and
to said representation of said first signal to derive therefrom an output
signal which is a function significantly of said primary signal portion of
said second signal.
24. A signal processor comprising:
a detector responsive to a first signal which travels along a first
propagation path and a second signal which travels along a second
propagation path, to provide a representation of said first and said
second signals on an output, at least a portion of said first and second
propagation paths being located in the same propagation medium, wherein
said representation of said first signal on said output has a primary
signal portion and a secondary signal portion, and wherein said
representation of said second signal on said output has a primary signal
portion and a secondary signal portion;
a first signal processor having inputs coupled to said detector, said first
signal processor responsive to said representations of said first and
second signals from said detector to combine said first and second signals
to generate either a primary or secondary reference signal which is a
function significantly of either of, respectively, said primary or said
secondary signal portions of said first and second signals; and
a second signal processor responsive to said secondary reference signal and
to said representation of said first signal to derive therefrom an output
signal having a significant component which is a function of said
secondary signal portion of said second signal. |
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Claims  |
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Description  |
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FIELD OF THE INVENTION
The present invention relates to the field of signal processing. More
specifically, the present invention relates to the processing of measured
signals, containing a primary and a secondary signal, for the removal or
derivation of either the primary or secondary signal when little is known
about either of these components. The present invention also relates to
the use of a novel processor which in conjunction with a correlation
canceler, such as an adaptive noise canceler, produces primary and/or
secondary signals. The present invention is especially useful for
physiological monitoring systems including blood oxygen saturation.
BACKGROUND OF THE INVENTION
Signal processors are typically employed to remove or derive either the
primary or secondary signal portion from a composite measured signal
including a primary signal portion and a secondary signal portion. If the
secondary signal portion occupies a different frequency spectrum than the
primary signal portion, then conventional filtering techniques such as low
pass, band pass, and high pass filtering could be used to remove or derive
either the primary or the secondary signal portion from the total signal.
Fixed single or multiple notch filters could also be employed if the
primary and/or secondary signal portion(s) exit at a fixed frequency(s).
It is often the case that an overlap in frequency spectrum between the
primary and secondary signal portions exists. Complicating matters
further, the statistical properties of one or both of the primary and
secondary signal portions change with time. In such cases, conventional
filtering techniques are totally ineffective in extracting either the
primary or secondary signal. If, however, a description of either the
primary or secondary signal portion can be made available correlation
canceling, such as adaptive noise canceling, can be employed to remove
either the primary or secondary signal portion of the signal leaving the
other portion available for measurement.
Correlation cancelers, such as adaptive noise cancelers, dynamically change
their transfer function to adapt to and remove either the primary or
secondary signal portions of a composite signal. Correlation cancelers
require either a secondary reference or a primary reference which is
correlated to either the secondary signal or the primary signal portions
only. The reference signals are not necessarily a representation of the
primary or secondary signal portions, but have a frequency spectrum which
is similar to that of the primary or secondary signal portions. In many
cases, it requires considerable ingenuity to determine a reference signal
since nothing is usually known a priori about the secondary and/or primary
signal portions.
One area where composite measured signals comprising a primary signal
portion and a secondary signal portion about which no information can
easily be determined is physiological monitoring. Physiological monitoring
apparatuses generally measure signals derived from a physiological system,
such as the human body. Measurements which are typically taken with
physiological monitoring systems include electrocardiographs, blood
pressure, blood gas saturation (such as oxygen saturation), capnographs,
heart rate, respiration rate, and depth of anesthesia, for example. Other
types of measurements include those which measure the pressure and
quantity of a substance within the body such as breathalyzer testing, drug
testing, cholesterol testing, glucose testing, arterial carbon dioxide
testing, protein testing, and carbon monoxide testing, for example.
Complications arising in these measurements are often due to motion of the
patient, both external and internal (muscle movement, for example), during
the measurement process.
Knowledge of physiological systems, such as the amount of oxygen in a
patient's blood, can be critical, for example during surgery. These data
can be determined by a lengthy invasive procedure of extracting and
testing matter, such as blood, from a patient, or by more expedient,
non-invasive measures. Many types of non-invasive measurements can be made
by using the known properties of energy attenuation as a selected form of
energy passes through a medium.
Energy is caused to be incident on a medium either derived from or
contained within a patient and the amplitude of transmitted or reflected
energy is then measured. The amount of attenuation of the incident energy
caused by the medium is strongly dependent on the thickness and
composition of the medium through which the energy must pass as well as
the specific form of energy selected. Information about a physiological
system can be derived from data taken from the attenuated signal of the
incident energy transmitted through the medium if either the primary or
secondary signal of the composite measurement signal can be removed.
However, non-invasive measurements often do not afford the opportunity to
selectively observe the interference causing either the primary or
secondary signal portions, making it difficult to extract either one of
them from the composite signal.
The primary and/or secondary signal portions often originate from both AC
and/or DC sources. The DC portions are caused by transmission of the
energy through differing media which are of relatively constant thickness
within the body, such as bone, tissue, skin, blood, etc. These portions
are easy to remove from a composite signal. The AC components are caused
by physiological pulsations or when differing media being measured are
perturbed and thus, change in thickness while the measurement is being
made. Since most materials in and derived from the body are easily
compressed, the thickness of such matter changes if the patient moves
during a non-invasive physiological measurement. Patient movement,
muscular movement and vessel movement, can cause the properties of energy
attenuation to vary erratically. Traditional signal filtering techniques
are frequently totally ineffective and grossly deficient in removing these
motion induced effects from a signal. The erratic or unpredictable nature
of motion induced signal components is the major obstacle in removing or
deriving them. Thus, presently available physiological monitors generally
become totally inoperative during time periods when the measurement site
is perturbed.
A blood gas monitor is one example of a physiological monitoring system
which is based upon the measurement of energy attenuated by biological
tissues or substances. Blood gas monitors transmit light into the tissue
and measure the attenuation of the light as a function of time. The output
signal of a blood gas monitor which is sensitive to the arterial blood
flow contains a component which is a waveform representative of the
patient's arterial pulse. This type of signal, which contains a component
related to the patient's pulse, is called a plethysmographic wave, and is
shown in FIG. 1 as curve s. Plethysmographic waveforms are used in blood
pressure or blood gas saturation measurements, for example. As the heart
beats, the amount of blood in the arteries increases and decreases,
causing increases and decreases in energy attenuation, illustrated by the
cyclic wave s in FIG. 1.
Typically, a digit such as a finger, an ear lobe, or other portion of the
body where blood flows close to the skin, is employed as the medium
through which light energy is transmitted for blood gas attenuation
measurements. The finger comprises skin, fat, bone, muscle, etc., shown
schematically in FIG. 2, each of which attenuates energy incident on the
finger in a generally predictable and constant manner. However, when
fleshy portions of the finger are compressed erratically, for example by
motion of the finger, energy attenuation becomes erratic.
An example of a more realistic measured waveform S is shown in FIG. 3,
illustrating the effect of motion. The primary plethysmographic waveform
portion of the signal s is the waveform representative of the pulse,
corresponding to the sawtooth-like pattern wave in FIG. 1. The large,
secondary motion-induced excursions in signal ampl | | |