SYSTEM AND METHOD FOR NON-INVASIVE SPECTROSCOPIC DETECTION FOR BLOOD ALCOHOL CONCENTRATION
An apparatus and method for acquiring and analyzing a spectroscopic sample for a substance from a sampling region of the tissue of a person at an interstitial region between the fingers of the person, by way of a probe and a spectroscopic detector for radiating the interstitial region with electromagnetic radiation and analyzing a diffuse-reflectance signal obtained from the tissue at the sampling region. The apparatus preferably also incorporates a biometric sensor to perform a verification of the person.
This application claims priority to and the benefit of U.S. Provisional Application No. 61/133,892, entitled “System for Non-Invasive Spectroscopic Detection for Blood Alcohol Concentration,” filed Jul. 3, 2008, the entire content of which is incorporated by reference herein. This application is a continuation-in-part of U.S. patent application Ser. No. 11/945,992, entitled “Apparatus for Non-Invasive Spectroscopic Measurement of Analytes, and Method of Using the Same,” filed Nov. 27, 2007, the entire content of which is incorporated by reference herein, which claims priority to and the benefit of U.S. Provisional Patent Applications No. 60/949,836, entitled “Apparatus and Method for Non-Invasive Spectroscopic Measurement of Blood Alcohol Concentration,” filed Jul. 13, 2007, and 60/966,028, entitled “Apparatus and Method for Non-Invasive Spectroscopic Measurement of Blood Alcohol Concentration,” filed Aug. 24, 2007, the entire contents of which are incorporated by reference herein. This application contains subject matter that is related to the subject matter contained in U.S. patent application Ser. No. 11/702,806, entitled “Method and System for Preventing Unauthorized Use of a Vehicle by an Operator of the Vehicle,” filed Feb. 5, 2007, the entire content of which in incorporated by reference herein. This application contains subject matter that is related to the subject matter contained in U.S. Provisional Patent Application No. 61/178,002, entitled “Dynamic Calibration of an Optical Spectrometer,” filed May 13, 2009, the entire content of which in incorporated by reference herein.
BACKGROUND OF THE INVENTION1. Field of the Invention
The present invention relates generally to an apparatus and method for the non-invasive detection of one or more substances in human blood. More particularly, the present invention relates to the non-invasive detection of the concentration of alcohol in human blood using optical spectroscopy. Specifically, various embodiments of the present invention provide an apparatus and method for spectroscopic non-invasive detection of the blood alcohol concentration in a person. Some of these embodiments preferably also employ a biometric verification to provide both a detected blood alcohol concentration and a biometric identification to assure that the detected blood alcohol concentration is obtained from an identified person.
2. Description of the Prior Art
One problem long extant in the prior art is to provide a reliable device for non-invasive detection of the blood alcohol concentration in a person. Another problem is to provide for the non-invasive detection of the blood alcohol concentration in the person in a fast and repeatable manner. A further problem is to provide verification of the person subjected to the blood alcohol concentration analysis. Various embodiments of the present invention provide a solution for the reliable, fast, repeatable, and verifiable detection of the blood alcohol (or other substance) concentration in an identified individual.
SUMMARY OF THE INVENTIONIn accordance with the present invention, a method and apparatus are provided for precise spectroscopic detection of a substance present in the blood of a person, such as alcohol or its metabolic byproducts, preferably in conjunction with a biometric verification of that person. In accordance with one aspect of the present invention, the spectroscopic detection may be accomplished by impinging electromagnetic radiation on the tissue of a person and acquiring and analyzing electromagnetic radiation resulting from the interaction with the tissue of the person. The spectroscopic detection may be accomplished by way of an articulated probe head that applies a consistent pressure and angle to an interstitial region between the index and middle fingers of a person whose blood alcohol concentration is being detected coupled to an optical spectrometer. The probe head incorporates a fiber optic bundle that transmits and receives electromagnetic radiation impinged on the interstitial region to perform spectroscopic detection by the optical spectrometer.
In accordance with another aspect of the present invention, the spectroscopic detection of the blood alcohol concentration in a person is performed in conjunction with biometric verification of that person for authentication of the detection that is performed. The biometric verification may be accomplished by way of a fingerprint scan, for example.
The system of the present invention may be used to prevent operation of a vehicle, machinery, or heavy equipment, for example, if the presence of alcohol or its metabolic byproducts is detected as being present in a person above a predetermined concentration, which may be any concentration exceeding a zero concentration. In addition, the system may be used to prevent operation of the vehicle, machinery, or heavy equipment if the biometric authentication does not verify the person whose blood alcohol concentration is detected as a person authorized to operate the vehicle, machinery, or heavy equipment. This use also encompasses operators of public means of transportation, such as airplane pilots, train conductors, and bus drivers.
The system may also be used in law enforcement and probation applications, for example, to enforce restrictions on alcohol or other substance use for persons on probation. In addition, the system may be used in conjunction with a time clock so that an employer can monitor the employee for alcohol use on the job. The system may also be used in liquor establishments, such as restaurants and bars, to restrict serving alcohol to customers whose blood alcohol concentration exceeds a certain level. The system of the present invention may advantageously be a portable device, such as a hand-held device, which may be powered using a portable power supply, such as a battery.
The system can be used for more than the detection of alcohol. For example, the system can be used to detect levels of glucose, lipids, triglycerides, cholesterol, creatinine, or other trace blood analytes found in the dermis of tissue.
The foregoing and other objects, features, and advantages of the present invention will become more readily apparent from the following detailed description of various embodiments of the present invention, which proceeds with reference to the accompanying drawings.
The various embodiments of the present invention will be described in conjunction with the accompanying drawings to facilitate an understanding of the present invention. In the drawings, like reference numerals refer to like elements.
The sampling region may be the interstitial region between fingers, and preferably is the interstitial region between the index and middle fingers of a hand of the person. Alternatively, the sampling region may be between the toes of the person. In addition, the region adjacent to a single finger or toe may serve as the sampling region. The size of the housing 10 may accommodate a single finger or toe, two fingers or toes, multiple fingers or toes, or the entire hand or foot of a person taking into account variations of physical size of extremities within the general population. The housing 10 is preferably sized to accommodate any two consecutive fingers of the hand of a person and, more particularly, the index and middle fingers of a person.
As shown in
Alternatively, the probe base 30 may be spring-biased (see, for example,
The probe head 40 and probe base 30 combine to provide the probe head rotational and translational freedom while mounted in a housing 10. The rotational freedom of the probe head 40 enables the probe head to conform to the contour of the tissue of the person in the sampling region by varying the angle of the probe head 40 with respect to the tissue of the person. The translational freedom of the probe head 40 enables the probe head to impart a consistent pressure on the tissue of the person in the sampling region.
The probe head 40 acquires readings in the interstitial region between the fingers, where there is lower muscle density. In accordance with a preferred embodiment of the present invention, detection is performed between the palmar interossei and dorsal interossei muscles. Other portions of the finger that are low in muscle density may be appropriate as sampling regions as well. Detecting between the muscles provides results that are more representative of substances in the blood, with less interference from variations due to constituents in the muscle, such as lactic acid, that may produce less reliable results in the detection of the blood alcohol concentration. The interstitial region intermediate the fingers of a person is minimally affected by the presence of acid in muscle tissue.
Referring to
In accordance with a preferred embodiment of the present invention, a person inserts two fingers into the housing 10, which contains the probe head 40 and probe base 30, as shown in
The spectroscopic detector 110 also comprises a chopper device 116 on which collimated light impinges. The chopper device 116 comprises a chopper wheel 118 driven by a chopper motor 120. The chopper wheel 118 has an arcuate slot 118A, which transmits light, and an opaque portion 118B, which masks light, so collimated light is either on or off depending upon the rotation of the chopper wheel 118. In one preferred embodiment, the chopper motor 120 rotates the chopper wheel 118 at 10,000 rpm. The principle of operation of the chopper device 116 is well understood by persons skilled in the art.
Alternatively, an LED may be employed as the light source. The advantage of an LED is that the LED may be configured as a pulsed light source, which eliminates the need for a chopper having the spinning chopper wheel 118 to reduce the number of moving parts. As will be described in more detail below, the light from the light source is pulsed by the chopper device 116, or alternatively by a pulsed LED.
During the period that the light is off, dark current is integrated. During the period that the light is on, the amplitude of light received by a detector is detected by integrating the dark current signal produced by the detector and comparing the signal produced when light is received by an alcohol signal detector.
The chopper device 116 not only feeds light from the light source, but also provides a feedback timing signal to the optical spectrometer. That is, the chopper device 116 both supplies pulsed light, as well as provides a timing signal that the spectrometer uses to be sure it is integrating the dark current at the correct point in the chopper wheel's rotation. The chopper device 116 is employed because the dark current is relatively high compared to the light sensed by the alcohol signal detector.
One embodiment in accordance with the present invention is shown to assure that a sufficient number of photons is impinged on the tissue of the person whose blood alcohol concentration is being detected. Accordingly,
As shown in
A photodiode 129, which may be a silicon diode, is preferably incorporated to sense visible light produced by the lamp 112. The photodiode 129 is positioned between the lamp 112 and the band-pass filters 126 and 128, which is prior to the extraction of infrared (IR) resulting from transmission through the band-pass filters. The photodiode 129 monitors the chopper frequency. This is to assure that the timing is known for integration of the dark current.
Referring now to the sampling arm 122 shown in
As shown in
The light emitted from the source optical fiber 136 and impinged on the sampling region 70 is diffuse-reflected by the tissue of the person whose blood alcohol concentration is being detected to collection fibers 144. The collection fibers 144 route the received light through focusing lenses 146 to an alcohol signal detector 148, which may be an InGaAs detector, and which is preferably temperature-controlled by a TEC to reduce dark current. Thus, there are two detectors, the wavelength calibration detector 142 and the alcohol signal detector 148.
As described above, light is delivered onto the tissue by the fiber bundle 50, which is preferably a bifurcated bundle. In one preferred embodiment, the source light is radiated by one fiber 136 having a diameter of 600 microns and is contained in a barrel having a given wall thickness of approximately two hundred microns. Then, the detected light is received through a bundle of other fibers 144 and fed to the alcohol detector 148. There is a small separation between the source fiber 136 and the collection fibers 144. Consequently, only light that penetrates into the tissue to some depth is collected.
The fixed etalon 138 has transmission peaks separated by the desired wavelength sampling interval. The light level at the detector behind the fixed etalon 138 is monitored, and the voltage on the piezoelectric actuator of the piezo etalon 130 is adjusted in order to maximize the light signal. Data is taken at the voltages that correspond to each of the transmission peaks within the desired measurement range. By using the fixed etalon 138 as a reference, data can be taken at a repeatable set of center wavelengths despite hysteresis or other variabilities in the piezoelectric element. Accordingly, the signal from the wavelength calibration detector 142 determines defined sampling points. It also enables internal calibration, because the wavelength calibration detector 142 enables intensity fluctuations in the light source to be monitored.
The disadvantage to the configuration shown in
In accordance with other embodiments of the present invention, the piezo etalon 130 can be replaced with another type of scanning filter, for example:
-
- Liquid crystal (LC) tunable filter (See the CRI product literature, for example). The disadvantage is that LC filters tend to be more expensive than piezo etalons.
- Thermo-optically tuned filter (See the Aegis Lightwave product literature, for example).
- Microelectromechanical systems (MEMS) based Fabry-Perot etalon. In this case, the air gap of the etalon is tuned by electrostatically or electromagnetically actuating a micro-machined element. The advantages of MEMS-based filters include low cost and small size (see, for example,
FIG. 21 , illustrating a MEMS-based Fabry-Perot etalon).
Additionally, the spectroscopic detector 110 comprises detector boards 202 and 204 connected to the wavelength calibration detector 142 and the alcohol signal detector 148, respectively, to provide pre-amplification; a driver board 206; and a power supply 208. The driver board 206 comprises a serial port 209 for connection to an analysis system 210 for analyzing the alcohol detection signal. The detector boards 202 and 204 and driver board 206 are preferably configured on a PC board that is the same size as the housing 200, so that the PC board forms a lid to the box. A rubber ring may be incorporated around the edge of the PC board. All cabling is preferably on one side of the PC board, so that the PC board may lift up like a hinge to access the underside of the PC board, as well as the optics. The power supply 208 is preferably housed underneath a thick plate to avoid heat transfer and electrical noise.
As shown in
Additionally, as shown in
In addition, as shown in
The calibration employing the Spectralon disc 234 may actually be employed for two purposes. First, the calibration may be performed while slowly scanning through the operating spectrum to locate the voltage values for the piezo etalon 130 that correspond to the desired sampling positions. Second, the Spectralon calibration is performed a few times a day, for example, to obtain a blank measurement to the background, that is, what light is detected by radiating the Spectralon disc 234. Then, when actual tissue is sampled, the resulting data is divided by the calibration data to yield the alcohol concentration data.
In operation, the coatings for the band-pass filters 126, 128 are intended to pass a particular wavelength range associated with detection of blood alcohol concentration, for example. This particular wavelength range is in the 2.1-2.5 micron range, as shown in
The particular wavelength range of interest is one in which water is generally very highly absorptive, as indicated by the absorption curve 300. However, within the range of interest, a dip 302 occurs in the water absorption spectrum, and coincident with the dip 302, there are several peaks 304 associated with alcohol that have a higher absorption than water in that narrow region. This region is selected for analysis, because a contribution due to the presence of alcohol can be detected. This region is in the approximate wavelength region of approximately 2.1 to 2.5 microns, and, more particularly, can be in the range of approximately 2150 to 2400 nm. This is the shaded portion of
The alcohol concentration sampling window region corresponding to the dip 302 only occupies approximately 250 nm of the 2.1-2.5 micron range (which is in the high near-infrared spectral region), as shown in
Accordingly, as shown in
The spectroscopic detector 110 actually collects diffuse reflectance, so when light impinges on tissue, the tissue is very highly scattering. The light undergoes multiple scattering absorption steps, such that the optical properties of the tissue are sampled, and the diffuse reflectance received from the issue is then collected by the collection fibers 144. The alcohol contribution is approximately 0.3 percent of the tissue diffuse reflectance. Consequently, a signal-to-noise of approximately 100 is needed in order to discern the alcohol concentration signal.
Preferably, a voltage is applied to the piezo etalon 130 by the piezo-electric driver 214 that includes any needed correction for the creep and hysteresis of the piezo. If a voltage is applied to scan very slowly across the alcohol concentration scanning window region, the scan time is relatively long. Preferably, the scan is performed in approximately five seconds or less to obtain the data points for analysis of the blood alcohol concentration. Accordingly, one embodiment of the present invention determines the voltage values that correspond to each one of the wavelengths employed for alcohol concentration analysis, which requires calibration since the operation of the piezo comprising the piezo etalon 130 is subject to variation for reasons such as thermal drift.
In order to perform the calibration, a diffuse reflectance surface, such as the Spectralon disc 234, is employed. For example, the Spectralon disc 234 may be white Spectralon, which is approximately 99.8 percent diffuse-reflective and has an essentially flat response. The light impinged on the Spectralon disc 234 during calibration produces a sufficient diffuse reflectance signal for calibration.
Accordingly, the piezo etalon 130 is scanned slowly across the alcohol concentration scanning window employing the Spectralon disc 234 for calibration, and the voltages applied to the piezo are acquired at which peak diffuse reflectance from the Spectralon disc are detected corresponding to the sampling points. The values of the voltages are stored in a lookup table by the processor 208. The voltages stored in the lookup table are then applied to the piezo etalon 130 to produce the wavelengths corresponding to the sampling points in the alcohol concentration scanning window region, so that when a person inserts his or her hand, the piezo etalon can quickly jump to each one of the wavelength sampling positions. The scan speed is fast, because the voltages for the piezo comprising the piezo etalon 130 may be applied to jump from one sampling wavelength to the next. Alternatively, they may be reset to zero before the voltage is applied so that the piezo etalon jumps to the next sampling wavelength if needed to correct for creep and hysteresis.
While diffuse reflectance occurs relatively quickly, there is a finite amount of time required for the piezo etalon 130 to jump to a wavelength sampling position and then settle. The settling time is relatively short, about a millisecond or less. However, in accordance with one embodiment of the present invention, each integration involves both a signal integration and a dark current integration. For this embodiment, an additional period of approximately 30 milliseconds is also provided between each wavelength sampling point while scanning to provide sufficient time during which there is no signal on the alcohol detector 148 to enable integration of the dark current to be performed.
In accordance with another embodiment of the present invention, multiple scans are preferably preformed. That is, one scan across the alcohol concentration sampling window region is performed, then one or more additional scans are performed. Each one of these spectra may be used to obtain an average for multivariate calibration analysis while maintaining information respecting the third and fourth moments to aid the analysis.
The data for the resulting spectra may be converted to information regarding a chemical substance present in the blood by way of multivariate calibration techniques (e.g., principal component regression (PLS), classical least squares (CLS), and partial least squares (PCR) regression models). Multivariate calibration is employed, because the alcohol concentration detection signal is about 0.3 percent within the spectrum that results by scanning across the alcohol concentration scanning window region, which is too small to perform peak analysis. Consequently, multiple different spectra are acquired for which the alcohol concentrations are known, for example, by employing a blood draw or, alternatively, by employing an evidentiary breathalyzer device to provide reference values. These multiple different spectra are obtained from different people, or, alternatively, from the same person at multiple alcohol concentration levels, for many people/persons. As a result, reference spectra are stored, for which the corresponding alcohol concentrations are known.
Then, to determine the blood alcohol concentration, the reference spectra are employed to generate a regression vector or B vector. The concentration of interest is the spectrum, or average of the detected spectra, obtained by scanning across the alcohol concentration scanning window dotted (i.e., multiplied) with the B vector. To determine the unknown blood alcohol concentration, the B vector is multiplied by the spectrum or average of spectra that has been detected, to yield a blood alcohol concentration. From this perspective, the multivariate calibration step can be regarded as the calculation of a regression vector, whose length is the amount of net signal when the value of the property of interest (e.g., blood alcohol concentration) is equal to a known blood alcohol concentration. The determination step can be interpreted as projecting the detected spectrum onto the direction of the net regression vector. The length of the detected spectrum divided by the length of the net regression vector is the value of the property of interest, namely, the detected blood alcohol concentration.
The multivariate calibration technique may be employed to perform quantitative analysis respecting the alcohol spectrum detected by scanning across the alcohol concentration scanning window to yield a blood alcohol concentration measurement, for example, 0.06 blood alcohol concentration. Alternatively, rather than performing a quantitative measurement, a classification may be provided, for example, zero blood alcohol concentration, less than 0.07, or greater than 0.07.
An embodiment of the present invention acquires both spectral information indicative of blood alcohol concentration, as well as a biometric verification. The biometric verification is employed to confirm the identity of the person whose blood alcohol concentration is detected.
An alternative embodiment of the present invention acquires both spectroscopic information related to blood alcohol concentration and information related to other physiological parameters such as tissue oxygenation or lactic acid concentration. The measurement of these alternative physiological parameters is used to confirm that a valid biological sample is presented to the instrument for measurement. In addition, the measurement of these additional parameters can be used to correct for variability in the optical transmission of tissue and, hence, can improve the accuracy and/or precision of the blood alcohol measurement.
Besides alcohol, the above technique can be used to detect other substances that appear in tissue. For example, glucose can be detected using embodiments of the present invention in approximately the 2000 to 2225 nm wavelength region. In addition, cholesterol can be detected using wavenumber ranges of approximately 4500 to 4000 cm1, which corresponds to an approximate wavelength region of 2225 to 2500 nm. Triglycerides can be detected using a wavelength region of approximately 3125-3570 nm.
Different substances may also have multiple wavelength regions where their concentrations can be detected. For instance, low density lipoprotein (LDL) cholesterol can be detected using approximate wavelength regions of 1700-1800 nm, 3330-3570 nm, and 5550-5880 nm; total cholesterol can be detected using approximate wavelength regions of 3330-3570 nm and 5550-5880 nm; and high density lipoprotein (HDL) cholesterol can be detected using approximate wavelength regions of 2860-3570 nm, 5550-5880 nm, and 6670-11,100 nm.
While the foregoing description has been with reference to particular embodiments and contemplated alternative embodiments of the present invention, it will be appreciated by those skilled in the art that changes in these embodiments may be made without departing from the principles and spirit of the invention. Accordingly, the scope of the present invention can only be ascertained with reference to the appended claims.
Claims
1. An apparatus for acquiring and analyzing a spectroscopic sample for a substance from a sampling region of the tissue of a person, the apparatus comprising:
- a source of electromagnetic radiation;
- a probe for delivering the electromagnetic radiation to the tissue at the sampling region and obtaining a diffuse-reflectance signal from the tissue at the sampling region; and
- a spectroscopic detector for analyzing the diffuse-reflectance signal for presence of the substance.
2. The apparatus of claim 1, further comprising a biometric sensor to perform a verification of the person.
3. The apparatus of claim 2, wherein the biometric sensor is a fingerprint scanner.
4. The apparatus of claim 2, wherein the apparatus controls access to a vehicle, machinery, or heavy equipment, and denies access if the biometric verification fails to verify the person as someone authorized to operate the vehicle, machinery, or heavy equipment.
5. The apparatus of claim 1, wherein the substance is alcohol.
6. The apparatus of claim 5, wherein the analysis comprises determining a blood alcohol concentration of the person.
7. The apparatus of claim 6, wherein the electromagnetic radiation being analyzed is in the wavelength range of about 2.1 microns to about 2.5 microns.
8. The apparatus of claim 1, wherein the substance is glucose.
9. The apparatus of claim 1, wherein the electromagnetic radiation being analyzed is in the wavelength range of about 2000 nanometers (nm) to about 2225 nm.
10. The apparatus of claim 1, wherein the substance is cholesterol.
11. The apparatus of claim 1, wherein the electromagnetic radiation being analyzed is in the wavelength range of about 2225 nm to about 2500 nm.
12. The apparatus of claim 1, wherein the sampling region comprises the interstitial region between two adjacent fingers of the person.
13. The apparatus of claim 12, wherein the sampling region comprises the interstitial region between an index finger and a corresponding middle finger of the person.
14. The apparatus of claim 1, further comprising two spectroscopic detectors: a substance detector for detecting the substance and a wavelength calibration detector for calibrating the substance detector.
15. The apparatus of claim 1, wherein the probe comprises a fiber optic bundle.
16. The apparatus of claim 15, wherein the fiber optic bundle is bifurcated, with one portion for delivering a source radiation to the sampling region and another portion for returning a detected radiation to the spectroscopic detector.
17. The apparatus of claim 1, wherein the spectroscopic detector comprises a tunable Fabry-Perot etalon.
18. The apparatus of claim 17, wherein the tunable Fabry-Perot etalon is tuned by using a piezoelectric element.
19. The apparatus of claim 17, wherein the tunable Fabry-Perot etalon is tuned by using a microelectromechanical systems (MEMS) device.
20. The apparatus of claim 17, further comprising a fixed Fabry-Perot etalon configured to calibrate the tunable Fabry-Perot etalon.
21. The apparatus of claim 1, further comprising a diffuse reflectance surface to calibrate the spectroscopic detector.
22. A method of using the apparatus of claim 1 as a screening device, the method comprising controlling access based on the analysis of the substance being above a predetermined concentration.
23. The method of claim 22, wherein the substance is alcohol.
24. The method of claim 23, wherein the controlling access is for controlling patron access to alcohol in public establishments.
25. The method of claim 22, wherein the controlling access is for controlling driver access to an automobile.
26. The method of claim 22, wherein the controlling access is for controlling operator access to heavy machinery or equipment.
27. The method of claim 22, wherein the controlling access is for controlling operator access to means of public transportation.
28. The method of claim 22, wherein the person is on probation.
29. The method of claim 22, wherein the person is an employee and the controlling access is for controlling access by the employee to his or her job.
30. A method of non-invasive spectroscopic detection of a substance from the tissue of a person, the method comprising:
- impinging electromagnetic radiation on a sampling region of the tissue of the person;
- obtaining a diffuse reflectance signal from the tissue at the sampling region; and
- spectroscopically analyzing the diffuse-reflectance signal for presence of the substance.
31. The method of claim 30, further comprising verifying the person's identity through a biometric sensor.
32. The method of claim 30, wherein the substance is alcohol and the method further comprises determining the blood alcohol concentration of the person.
33. The method of claim 30, wherein the electromagnetic radiation analyzed is in the wavelength range of about 2.1 microns to about 2.5 microns.
34. The method of claim 30, wherein the sampling region comprises the interstitial region between two adjacent fingers of the person.
Type: Application
Filed: Jul 6, 2009
Publication Date: Jun 24, 2010
Inventors: Steven C. White (La Quinta, CA), John Heanue (Newark, CA), Kate Bechtel (Newark, CA)
Application Number: 12/498,360
International Classification: A61B 5/1455 (20060101);