Granted Patent B2

US 12,504,422 · App. 17/794,277 · Granted Dec 23, 2025

Inventors: Jonas Ljungblad (Stockholm, SE); Bertil Hök (Västerås, SE); Martin Åhlenius (Västerås, SE)

Assignee: Automotive Coalition for Traffic Safety, Inc.

G01N33/4972A61B5/4845A61B5/7239A61B5/7264A61B5/742B60K28/06G01N21/3504

Abstract

Claims (92)

1 . A method for determining a concentration of an intoxicating substance in the exhaled breath of a user and classifying the determined concentration, the method comprising:

providing a breath analysis system comprising:

a measuring unit in connection with, and under the control of, a control unit comprising a central processing unit (CPU) and associated memory;

using the control unit to control the measuring unit, and using the measuring unit to repetitively sample (i) a sensor signal representing the instantaneous concentration of the intoxicating substance, and (ii) a sensor signal representing the instantaneous concentration of a tracer substance;

using the control unit to perform the following steps:

analyze the tracer substance signal samples;

determine if a peak in the tracer substance signal is detected and, if a peak in the tracer substance signal is detected, define an evaluation period relating to the duration of the tracer substance peak and not exceeding the duration of the tracer substance peak;

calculate, using the tracer signal samples and the intoxicating substance signal samples sampled during the evaluation period, a running average of the breath concentration of the intoxicating substance and a standard deviation representing an estimate of the associated statistical spread of the running average of the breath concentration of the intoxicating substance;

classify the concentration of the intoxicating substance using the average of the breath concentration of the intoxicating substance and the estimate of the associated statistical spread and comparing with a predetermined concentration limit, L; and

determine that the concentration of the intoxicating substance is acceptable if the concentration of the intoxicating substance is below the predetermined concentration limit, L;

wherein the breath analysis system further comprises a vehicle drivability control unit in connection with the control unit, and wherein the control unit is arranged to, if the classification result is that the concentration of the intoxicating substance user is not acceptable, instruct the vehicle drivability control unit to not allow the user to drive the vehicle.

2 . The method according to claim 1 , wherein the method comprises the further step, to be taken during the evaluation period, of:

if the estimate of the associated statistical spread indicates that the comparison can not be performed with a predetermined level of accuracy within the evaluation period, return to the sampling step to await a further peak in the tracer substance signal detection having an associated further evaluation period, and during which further evaluation period, the calculation of the running average of the breath concentration of the intoxicating substance and the associated statistical spread includes the tracer signal samples and the intoxicating substance signal samples associated with the present evaluation period and with at least the previous evaluation period.

3 . The method according to claim 2 , wherein the calculation of the running average of the breath concentration of the intoxicating substance and the associated statistical spread includes the tracer signal samples and the intoxicating substance signal samples associated with the present evaluation period and all previous evaluation periods.

4 . The method according to claim 1 , wherein the step of analyzing the tracer substance signal samples evaluation period comprises:

analyzing a running set of the tracer substance signal samples and if an increasing slope is detected, the increasing slope indicative of a possible peak in the tracer substance signal, initiate an evaluation period; and

wherein, in the calculating step, the classification is performed only if the analysis of the running set of the tracer substance signal samples shows that the increasing slope was followed by a subsequent decreasing slope indicative of a peak in the tracer substance signal during the evaluation period.

5 . The method according to claim 4 , wherein if no decreasing slope could be detected in the running set of the tracer substance signal samples within a predetermined time period, the running average of the breath concentration of the intoxicating substance and the associated statistical spread are discarded and the process returns to the sampling step to await a further increasing slope.

6 . The method according to claim 5 , wherein the evaluation period comprises the steps of:

calculating a running average breath concentration, S Br-av , of said intoxicating substance signal for the increasing number of intoxicating substance signal samples of the evaluation period, the breath concentration calculation based on the relative magnitude between the intoxicating substance signal and the tracer substance signal and calculating a statistical variance, S Br- σ, of the breath concentration as the estimate of the associated statistical spread;

calculating a gap value, G, indicating if a reliable classification can be performed, the gap value being a function of at least the current calculated running average breath concentration S Br-av , and the statistical variance, S Br- σ,

repeating the steps of calculating for increasing number of sensor signal samples until the gap value indicates that a classification can be performed,

performing the classification by comparing the running average breath concentration with the predetermined concentration limit, L,

analyzing the slope of the tracer signal samples, and

if a decreasing slope in consecutive tracer signal samples is detected within the evaluation period the existence of a peak is determines as verified and the classification is determined to be correct and the classification result is outputted and the classification process is ended, and

if no decreasing slope in consecutive tracer signal samples is detected within the evaluation period, the evaluation period is ended, the calculated running average breath concentration, S Br-av , the statistical variance of the breath concentration, S Br- σ, the gap value, G and the classification are discarded and the method returns to the steps of sampling the sensor signals and analyzing the tracer substance signal samples.

7 . The method according to claim 6 , wherein the step of calculating further comprises the step of:

calculating a running total measurement error estimate, E est , the running total measurement error estimate being a function of at least the standard deviation of the breath concentration, a predetermined multiplicative error component, E mult , multiplied with the average breath concentration, and a predetermined additive error component, E add ; and wherein the gap value, G, is a function of at least the predetermined concentration limit, the running average breath concentration and the running total measurement error estimate.

8 . The method according to claim 6 , comprising a further substep of displaying a representation of the gap value.

9 . The method according to claim 8 , further comprising calculating a rate of change of the gap value, and estimating from the rate of change the remaining time to perform a classification and displaying a representation of the remaining time.

10 . The method according to claim 1 , wherein the step of analyzing the tracer substance signal to detect a peak comprises calculating and analyzing the first and/or second time derivative of the tracer signal.

11 . The method according to claim 10 , wherein the peak onset time corresponds to a first zero crossing in the second derivative and the peak decline time corresponds to a consecutive zero crossing in the second derivative of the tracer signal.

12 . The method according to claim 1 , wherein the evaluation period is terminated after a time corresponding to a predetermined average exhalation time period of a human respiratory cycle.

13 . The method according to claim 6 , wherein the running average breath concentration over m time samples, S Br-av , is calculated according to

S Br-av ( m )=Σ m S Br-i /m,

wherein S Br-i is equal to the instantaneous breath concentration for each of the m time samples, and the associated statistical spread, S Br- σ, is the standard deviation calculated according to

S

Br

-

σ

(

m

)

=

√

(

1

m

-

1

⁢

∑

m

(

S

Br

-

i

-

S

Br

-

av

)

2

)

,

wherein, m, is the number of time samples and the total measurement error estimate, E est , is calculated according to

E est =M*S Br-σ ( m )+ E add +E mult *S Br-av

wherein M is a predetermined multiple of the standard deviation, S Br- σ, E add is a predetermined additive error component, and E mult is a predetermined multiplicative error component.

14 . The method according to claim 9 , wherein the gap value, G, is calculated according to

±( L−S Br-av )+ E est

wherein the addition of (L−S Br-av ) and E est is used when S Br-av is greater than L, and the difference of (L−S Br-av ) and E est is used when S Br-av is smaller than L, and

wherein the classification is determined as reliable then the condition G<0 is fulfilled.

15 . The method according to claim 6 , wherein if no peak is detected in the tracer signal during a first predetermined time period a warning of missing data is issued.

16 . The method according to claim 2 , wherein if no decreasing slope is detected in the tracer signal during a second predetermined time period a warning or an instruction is issued to direct the user to take action.

17 . A breath analysis system for determining a concentration of an intoxicating substance in the exhaled breath of a user and classifying the determined concentration, the breath analysis system comprising:

a measuring unit in connection to, and under control of, a control unit comprising a central processing unit (CPU) and associated memory, the measuring unit being in connection with a human/machine interface unit, the measuring unit comprising an inlet which is arranged to direct a breath sample from a user into a measurement cell of the measuring unit, the inlet being provided in a position that, during use, is in front of the user, wherein the control unit is configured to:

control the measuring unit, whereby to sample repetitively sample (i) a sensor signal representing the instantaneous concentration of the intoxicating substance, and (ii) a sensor signal representing the instantaneous concentration of a tracer substance;

determine if a peak in the tracer substance signal is detected, and if a peak in the tracer substance signal is detected, define an evaluation period relating to the duration of the tracer substance peak and not exceeding the duration of the tracer substance peak;

calculate, using the tracer signal samples and the intoxicating substance signal samples sampled from the measuring unit during the evaluation period, a running average of the breath concentration of the intoxicating substance and a standard deviation representing an estimate of the associated statistical spread of the running average of the breath concentration of the intoxicating substance;

classify the concentration of the intoxicating substance using the average of the breath concentration of the intoxicating substance and the estimate of the associated statistical spread and comparing with a predetermined concentration limit, L; and

determine that the concentration of the intoxicating substance is acceptable if the concentration of the intoxicating substance is below the predetermined concentration limit, L; and

a vehicle drivability control unit in connection with the control unit, and wherein the control unit is arranged to, if the classification result is that the concentration of the intoxicating substance user is not acceptable, instruct the vehicle drivability control unit to not allow the user to drive the vehicle.

18 . The breath analysis system according to claim 17 , wherein the control unit is further arranged to:

if the estimate of the associated statistical spread indicates that the comparison can not be performed with a predetermined level of accuracy within the evaluation period, store the calculated running average of the breath concentration of the intoxicating substance and the estimate of the associated statistical spread in the memory associated with the control unit, and

control the measuring unit to continue sampling to await a further peak in the tracer substance signal having an associated further evaluation period, and during which further evaluation period, the calculation of the running average of the breath concentration of the intoxicating substance and the standard deviation representing the estimate of the associated statistical spread includes the tracer signal samples and the intoxicating substance signal samples associated with the present evaluation period and with at least the previous evaluation period.

19 . The breath analysis system according to claim 18 , wherein the control unit is arranged to include the tracer signal samples and the intoxicating substance signal samples associated with the present evaluation period and all previous evaluation periods in the calculation of the running average of the breath concentration of the intoxicating substance and the standard deviation representing the estimate of the associated statistical spread.

20 . The breath analysis system according claim 17 , wherein the control unit is further arranged to in the step of analyzing the tracer substance signal samples evaluation period:

analyze a running set of the tracer substance signal samples and if an increasing slope is detected, the increasing slope indicative of a possible peak in the tracer substance signal, initiate an evaluation period; and

wherein, in the calculating step, the classification is performed only if the analysis of the running set of the tracer substance signal samples shows that the increasing slope was followed by a subsequent decreasing slope indicative of a peak in the tracer substance signal during the evaluation period.

21 . The breath analysis system according to claim 17 , wherein the control unit is arranged to forward the classification result to the human/machine interface unit, which is arranged to output a representation of the classification result to a user.

Assignments (2)

Priority Claims (1)

Continuity (1)

References Cited (245)