Coefficient determination device, pigment concentration calculation device, coefficient determination method, and information processing program
US-2024303865-A1 · Sep 12, 2024 · US
US9320464B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9320464-B2 |
| Application number | US-201113576389-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jan 28, 2011 |
| Priority date | Feb 2, 2010 |
| Publication date | Apr 26, 2016 |
| Grant date | Apr 26, 2016 |
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The invention relates inter alia to a method for measuring the oxygen saturation of the blood flowing in a peripheral human or animal body part ( 20 ), in which electromagnetic radiation (q 1 ′( t ), q 2 ′( t )) having a first and a second wavelength is irradiated into the peripheral body part or irradiated through the peripheral body part, the reflected or transmitted radiation (x 1 ′( t ), x 2 ′( t )) is measured to form two measurement signals (x 1 ( t ), x 2 ( t )), and the oxygen saturation of the blood is determined by evaluating the two measurement signals. According to the invention, provision is made for a mathematical mixing model to be used to evaluate the two measurement signals and a statistical evaluation method to be applied to the two measurement signals, wherein, as a boundary condition, the statistical independence of a useful source signal and an interference source signal is assumed and the useful source signal and the two useful-signal-related filter functions are determined with the aid of the evaluation method and the oxygen saturation of the blood is determined using the three aforementioned signals.
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The invention claimed is: 1. A method for measuring the oxygen saturation of the blood flowing in a peripheral human or animal body part, in which electromagnetic radiation (q 1 ′( t ), q 2 ′( t )) having a first wavelength and a second wavelength is irradiated into the peripheral body part or irradiated through the peripheral body part, reflected or transmitted radiation (x 1 ′( t ), x 2 ′( t )) corresponding to the first wavelength and the second wavelength is measured to form two measurement signals (x 1 ( t ), x 2 ( t )), and the oxygen saturation of the blood is determined by evaluating the two measurement signals, comprising: evaluating the two measurement signals with a mathematical mixing model, in which a useful-signal-related filter function related to the first wavelength, an interference-signal-related filter function related to the first wavelength, a useful-signal-related filter function related to the second wavelength, an interference-signal-related filter function related to the second wavelength, a useful source signal contained in the measurement signals and an interference source signal contained in the measurement signals are used in the evaluation, applying a statistical evaluation method to the two measurement signals, wherein, as a boundary condition, the statistical independence of the useful source signal and the interference source signal is assumed and determining therefrom the useful source signal and the two useful-signal-related filter functions, and determining the oxygen saturation of the blood using the three signals determined with the statistical evaluation, wherein the mathematical mixing model is a convolutive mixing model where the two measurement signals emerge from a superposition of filtered source signals which are filtered by mixing filters, wherein the following mathematical mixing model is used in evaluating the two measurement signals: x 1 ( t )= h 11 ( t )* s 1 ( t )+ h 12 ( t )* s 2 ( t ) x 2 ( t )= h 21 ( t )* s 1 ( t )+ h 22 ( t )* s 2 ( t ) wherein h 11 (t) denotes the useful-signal-related filter function related to the first wavelength, h 12 (t) denotes the interference-signal-related filter function related to the first wavelength, h 21 (t) denotes the useful-signal-related filter function related to the second wavelength, h 22 (t) denotes the interference-signal-related filter function related to the second wavelength, s 1 (t) denotes the useful source signal contained in the measurement signal, s 2 (t) denotes the interference source signal contained in the measurement signal, x 1 (t) denotes the measurement signal at the first wavelength and x 2 (t) denotes the measurement signal at the second wavelength. 2. The method as claimed in claim 1 , wherein the oxygen saturation is established using the three signals with the effective values of the two useful-signal-related filter functions being related to one another to form a ratio and the ratio being used to establish the oxygen saturation. 3. The method as claimed in claim 2 , wherein the oxygen saturation is formed using the ratio according to the following determination formula: SpO 2 = 1 - k 1 · R k 3 - k 2 · R where R denotes the ratio, k 1 denotes a first constant, k 2 denotes a second constant, k 3 denotes a third constant and SpO 2 denotes the oxygen saturation value. 4. The method as claimed in claim 3 , wherein the first constant lies in a range between 0.4 and 0.6, the second constant lies in a range between 0.3 and 0.4 and the third constant lies in a range between 0.8 and 1. 5. The method as claimed in claim 1 , wherein a photoplethysmographic signal is additionally formed and displayed. 6. The method as claimed in claim 5 , wherein one of the useful-signal-related filter functions is convoluted with the useful source signal to form a convolution signal and wherein the photoplethysmographic signal is formed using the convolution signal. 7. The method as claimed in claim 6 , wherein the photoplethysmographic signal PPG(t) is formed according to the following formulae: PPG( t )= h 11 *s 1 ( t ) or PPG( t )= h 21 *s 1 ( t ). 8. A measuring instrument for measuring the oxygen saturation of the blood flowing in a peripheral human or animal body part, comprising a transmitter apparatus for generating electromagnetic radiation having a first and a second wavelength, a reception apparatus for measuring the transmitted radiation irradiated through the peripheral body part or the radiation reflected by the peripheral body part for the purpose of forming two measurement signals (x 1 ( t ), x 2 ( t )), and an evaluation apparatus for evaluating the two measurement signals and for determining the oxygen saturation of the blood, wherein the evaluation apparatus is configured to: evaluate the two measurement signals with a mathematical mixing model, in which mathematical mixing model a useful-signal-related filter function related to the first wavelength, an interference-signal-related filter function related to the first wavelength, a useful-signal-related filter function related to the second wavelength, an interference-signal-related filter function related to the second wavelength, a useful source signal contained in the measurement signals and an interference source signal contained in the measurement signals are taken into account, apply a statistical evaluation to the two measurement signals, wherein, as a boundary condition, the statistical independence of the useful source signal and the interference source signal is assumed and the useful source signal and the two useful-signal-related filter functions are determined as a result of applying the statistical evaluation and determine the oxygen saturation of the blood using the three signals determined with the statistical evaluation, wherein the mathematical mixing model is a convolutive mixing model where the two measurement signals emerge from a superposition of filtered source signals which are filtered by mixing filters, wherein the evaluation apparatus uses the following mathematical mixing model to evaluate the two measurement signals: x 1 ( t )= h 11 ( t )* s 1 ( t )+ h 12 ( t )* s 2 ( t ) x 2 ( t )= h 21 ( t )* s 1 ( t )+ h 22 ( t )* s 2 ( t ) wherein h 11 (t) denotes the useful-signal-related filter function related to the first wavelength, h 12 (t) denotes the interference-signal-related filter function related to the first wavelength, h 21 (t) denotes the useful-signal-related filter function related to the second wavelength, h 22 (t) denotes the interference-signal-re
based on separation criteria, e.g. independent component analysis · CPC title
using photoplethysmograph signals, e.g. generated by infrared radiation (A61B5/14552 takes precedence) · CPC title
using signal cancellation, e.g. based on input of two identical physiological sensors spaced apart, or based on two signals derived from the same sensor, for different optical wavelengths · CPC title
for measuring blood gases · CPC title
Physics · mapped topic
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