Enhanced detection through parsing records into signal components

• US 11,029,241 B2
• Filed: 02/13/2015
• Issued: 06/08/2021
• Est. Priority Date: 02/13/2015
• Status: Active Grant

• Current Assignee: Artium Technologies, Inc.
• Original Assignee: Artium Technologies, Inc.
• Inventors: Bachalo, William D., Payne, Gregory A., Ibrahim, Khalid, Fidrich, Michael J., Sipperley, Chad M.
• Primary Examiner(s): Campbell, Shaun M
• Assistant Examiner(s): Cieslewicz, Aneta B
• Application Number:
  US14/622,789
• Publication Number:
  US 20160238510A1
• Time in Patent Office: 2,307 Days
• Field of Search: None
• CPC Class Codes: G01N 15/0205 by optical means
• CPC Class Codes: G01N 15/0211 Investigating a scatter or diffraction pattern
• CPC Class Codes: G01N 15/1429 Signal processing
• CPC Class Codes: G01N 15/1434 Optical arrangements
• CPC Class Codes: G01N 2015/1027 Determining speed or velocity of a particle
• CPC Class Codes: G01N 2015/145 by pattern of light, e.g. fringe pattern
• CPC Class Codes: G01N 2015/1461 Coincidence detecting; Circuits therefor
• CPC Class Codes: G01N 2015/1493 Particle size

Abstract

Methods and apparatuses to detect particles in dense particle fields are described. A time varying signal is partitioned into a plurality of segments. Parameters are determined from the segments. The time varying signal is parsed into a plurality of individual particle signal components based on the plurality of parameters.

Claims

1. A method to enhance detection of particles, comprising:

a) receiving a time varying signal generated from a light scattered from one or more particles that forms an interference fringe pattern, wherein the time varying signal is a contiguous signal;

b) partitioning the time varying signal into a plurality of timing segments comprising a first timing segment and a second timing segment;

c) determining a plurality of parameters from the plurality of timing segments, wherein the plurality of parameters comprise at least one of a frequency and a phase;

d) determining a change in the at least one of the frequency and the phase between the first timing segment and the second timing segment;

e) identifying the first timing segment and the second timing segment as being associated with a single particle, when the change is not greater than a threshold;

f) identifying the first timing segment as a first individual particle signal component produced by a first particle and identifying the second timing segment as a second individual particle signal component produced by a second particle, when the change in the at least one of the frequency and the phase is greater than the threshold when a sample volume has a plurality of particles including the first particle and the second particle within a time duration to mitigate at least one of a particle size measurement error and a particle velocity measurement error and a false counting of particles under coincident events; and

g) adjusting the plurality of timing segments, wherein the partitioning and determining operations are repeated iteratively for the adjusted segments until at least the first individual particle signal component and the second individual particle signal component are identified, wherein operations a), b), c), d), e), f), and g) are performed by a processor.

2. The method of claim 1, wherein the plurality of parameters further comprise:

an amplitude, a signal duration, a transit time, a signal-to-noise ratio, or any combination thereof.

3. The method of claim 1, further comprising:

locating peak amplitudes in the time varying signal; and

adjusting the plurality of timing segments based on the located peak amplitudes to capture durations of at least the first individual particle signal component and the second individual particle signal component.

4. The method of claim 1, further comprising:

determining at least one of the plurality of parameters for each of the first individual particle signal component and the second individual particle signal component;

validating each of the first individual particle signal component and the second individual particle signal component based on the at least one of the plurality of parameters; and

determining at least one of a velocity and a size of a particle from each of the validated individual particle signal components.

5. The method of claim 1, wherein the time varying signal is a sampled signal.

6. A method to mitigate particle measurement errors in a dense particle field, comprising:

a) receiving a time varying signal generated from a light scattered from one or more particles that forms an interference fringe pattern, wherein the time varying signal is a contiguous signal;

b) partitioning the time varying signal into a plurality of timing segments comprising a first timing segment and a second timing segment;

c) locating peak amplitudes in the plurality of timing segments;

d) determining a change in at least one of parameters comprising a frequency and a phase between the first timing segment and the second timing segment;

e) identifying the first timing segment and the second timing segment as being associated with a single particle, when the change is not greater than a threshold;

f) identifying the first timing segment as a first individual particle signal component produced by a first particle and identifying the second timing segment as a second individual particle signal component produced by a second particle, when the change in the at least one of the frequency and the phase is greater than the threshold when a sample volume has a plurality of particles including the first particle and the second particle within a time duration to mitigate at least one of a particle size measurement error and a particle velocity measurement error and a false counting of particles under coincident event; and

g) determining an estimated particle transit time, wherein at least the first individual particle signal component and the second individual particle signal component are identified based on the estimated transit time wherein operations a, b, c, d, e, f, and g are performed by a processor.

7. The method of claim 6, wherein the at least one of parameters further comprise a signal duration, a particle transit time, a signal-to-noise ratio, or any combination thereof.

8. The method of claim 6, further comprising:

validating each of the first individual particle signal component and the second individual particle signal component based on the at least one of the frequency and the phase; and

determining at least one of a velocity and a size of a particle from each of the validated first individual particle signal component and the second individual particle signal component.

9. The method of claim 6, wherein the time varying signal comprises a number of samples based on at least one of a signal duration and a sampling frequency.

10. A method to mitigate particle measurement errors in a dense particle field, comprising:

a) receiving a time varying signal generated from a light scattered from one or more particles that forms an interference fringe pattern, wherein the time varying signal is a continuous signal;

b) partitioning the time varying signal into a plurality of timing segments comprising a first timing segment and a second timing segment;

c) locating peak amplitudes in the plurality of timing segments;

d) determining a change in at least one of parameters comprising a frequency and a phase between the first timing segment and the second timing segment;

e) identifying the first timing segment and the second timing segment as being associated with a single particle, when the change is not greater than a threshold;

f) identifying the first timing segment as a first individual particle signal component produced by a first particle and identifying the second timing segment as a second individual particle signal component produced by a second particle, when the change in the at least one of the frequency and the phase is greater than the threshold when a sample volume has a plurality of particles including the first particle and the second particle within a time duration to mitigate at least one of a particle size measurement error and a particle velocity measurement error and a false counting of particles under coincident events; and

g) determining a duration of the time varying signal, wherein at least the first individual particle signal component and the second individual particle signal component are identified based on the duration wherein operations a, b, c, d, e, f, and g are performed by a processor.

11. A method to mitigate particle measurement errors in a dense particle field, comprising:

a) receiving a time varying signal generated from a light scattered from one or more particles that forms an interference fringe pattern, wherein the time varying signal is a contiguous signal;

b) partitioning the time varying signal into a plurality of timing segments comprising a first timing segment and a second timing segment;

c) locating peak amplitudes in the plurality of timing segments;

d) determining a change in at least one of parameters comprising a frequency and a phase between the first timing segment and the second timing segment;

e) identifying the first timing segment and the second timing segment as being associated with a single particle, when the change is not greater than a threshold;

f) identifying the first timing segment as a first individual particle signal component produced by a first particle and identifying the second timing segment as a second individual particle signal component produced by a second particle, when the change in the at least one of the frequency and the phase is greater than the threshold when a sample volume has a plurality of particles including the first particle and the second particle within a time duration to mitigate at least one of a particle size measurement error and a particle velocity measurement error and a false counting of particles under coincident events; and

g) adjusting a duration of the plurality of timing segments based on the peak amplitudes, wherein operations b, c and d are repeated iteratively for the adjusted timing segments until at least the first individual particle signal component and the second individual particle signal component are identified, wherein operations a, b, c, d, e, f, and g are performed by a processor.

12. A non-transitory machine-readable medium storing data to cause a data processing system to perform a method to enhance detection of particles comprising:

a) receiving a time varying signal generated from a light scattered from one or more particles that forms an interference fringe pattern, wherein the time varying signal is a contiguous signal;

b) partitioning the time varying signal into a plurality of timing segments comprising a first timing segment and a second timing segment;

c) determining a plurality of parameters from the plurality of timing segments, wherein the plurality of parameters comprise at least one of a frequency, and a phase;

d) determining a change in the at least one of the frequency and the phase between the first timing segment and the second timing segment;

e) identifying the first timing segment and the second timing segment as being associated with a single particle, when the change is not greater than a threshold; and

f) identifying the first timing segment as a first individual particle signal component produced by a first particle and identifying the second timing segment as a second individual particle signal component produced by a second particle, when the change in the at least one of the frequency and the phase is greater than the threshold when a sample volume has a plurality of particles including the first particle and the second particle within a time duration to mitigate at least one of a particle size measurement error and a particle velocity measurement error and a false counting of particles under coincident events.

13. The non-transitory machine-readable medium of claim 12, further comprising data that cause the data processing system to perform operations comprising:

adjusting the plurality of timing segments, wherein the partitioning and determining operations are repeated iteratively for the adjusted segments until at least the first individual particle signal component and the second individual particle signal component are identified.

14. The non-transitory machine-readable medium of claim 12, wherein the plurality of parameters further comprise an amplitude, a signal duration, a transit time, a signal-to-noise ratio, or any combination thereof.

15. The non-transitory machine-readable medium of claim 12, further comprising data that cause the data processing system to perform operations comprising:

locating peak amplitudes in the time varying signal; and

adjusting the plurality of timing segments based on the located peak amplitudes to capture durations of at least the first individual particle signal component and the second individual particle signal component.

16. The non-transitory machine-readable medium of claim 12, further comprising data that cause the data processing system to perform operations comprising:

determining at least one of the plurality of parameters for each of the first individual particle signal component and the second individual particle signal component;

validating each of the first individual particle signal component and the second individual particle signal component based on the at least one of the plurality of parameters; and

determining at least one of a velocity and a size of a particle from each of the validated first individual particle signal component and the second individual particle signal component.

17. The non-transitory machine-readable medium of claim 12, wherein the time varying signal is a digitized signal, wherein a number of samples of the digitized signal is determined based on at least one of a signal duration and a sampling frequency.

18. A non-transitory machine-readable medium storing data to cause a data processing system to perform a method to mitigate particle measurement errors in a dense particle field, comprising:

a) receiving a time varying signal generated from a light scattered from one or more particles that forms an interference fringe pattern, wherein the time varying signal is a contiguous signal;

b) partitioning the time varying signal into a plurality of timing segments comprising a first timing segment and a second timing segment;

c) locating peak amplitudes in the plurality of timing segments;

d) determining a change in at least one of parameters comprising a frequency and a phase between the first timing segment and the second timing segment;

e) identifying the first timing segment and the second timing segment as being associated with a single particle, when the change is not greater than a threshold; and

f) identifying the first timing segment as a first individual particle signal component produced by a first particle and identifying the second timing segment as a second individual particle signal component produced by a second particle, when the change in the at least one of the frequency and the phase is greater than the threshold when a sample volume has a plurality of particles including the first particle and the second particle within a time duration to mitigate at least one of a particle size measurement error and a particle velocity measurement error and a false counting of particles under coincident events, wherein operations a, b, c, d, e, and f are performed by a processor.

19. The non-transitory machine-readable medium of claim 18, wherein the at least one of parameters further comprise a signal duration, a particle transit time, a signal-to-noise ratio, or any combination thereof.

20. The non-transitory machine-readable medium of claim 18, further comprising data that cause the data processing system to perform operations comprising:

determining an estimated particle transit time, wherein at least the first individual particle signal component and the second individual particle signal component are identified based on the estimated transit time.

21. The non-transitory machine-readable medium of claim 18, further comprising data that cause the data processing system to perform operations comprising:

determining a duration of the time varying signal, wherein at least the first individual particle signal component and the second individual particle signal component are identified based on the duration.

22. The non-transitory machine-readable medium of claim 18, further comprising data that cause the data processing system to perform operations comprising:

validating each of the first individual particle signal component and the second individual particle signal component based on the at least one of the frequency and the phase; and

determining at least one of a velocity and a size of a particle from each of the validated first individual particle signal component and the second individual particle signal component.

23. The non-transitory machine-readable medium of claim 18, wherein the time varying signal comprises a number of samples based on at least one of a signal duration and a sampling frequency.

24. The non-transitory machine-readable medium of claim 18, further comprising data that cause the data processing system to perform operations comprising:

adjusting a duration of the plurality of timing segments based on the peak amplitudes, wherein operations b, c and d are repeated iteratively for the adjusted timing segments until at least the first individual particle signal component and the second individual particle signal component are identified.

25. An apparatus to enhance detection of particles, comprising:

a memory, and

a processor coupled to the memory, wherein the processor is to a) receive a time varying signal generated from a light scattered from one or more particles that forms an interference fringe pattern, wherein the time varying signal is a contiguous signal;

the processor is to b) partition the time varying signal into a plurality of timing segments comprising a first timing segment and a second timing segment, the processor is to c) determine a plurality of parameters from the plurality of timing segments, wherein the plurality of parameters comprise at least one of a frequency and a phase;

the processor is to d) determine a change in at least one of the frequency and the phase between the first timing segment and the second timing segment;

the processor is to e) identify the first timing segment and the second timing segment as being associated with a single particle, when the change is not greater than a threshold; and

the processor is to f) identifying the first timing segment as a first individual particle signal component produced by a first particle and identifying the second timing segment as a second individual particle signal component produced by a second particle, when the change in the at least one of the frequency and the phase is greater than the threshold when a sample volume has a plurality of particles including the first particle and the second particle within a time duration to mitigate at least one of a particle size measurement error and a particle velocity measurement error and a false counting of particles under coincident events.

26. The apparatus of claim 25, wherein the processor is further to adjust the plurality of timing segments, wherein the partitioning and determining operations are repeated iteratively for the adjusted segments until at least the first individual particle signal component and the second individual particle signal component are identified.

27. The apparatus of claim 25, wherein the plurality of parameters further comprises an amplitude, a signal duration, a transit time, a signal-to-noise ratio, or any combination thereof.

28. The apparatus of claim 25, wherein the processor is further to locate peak amplitudes in the time varying signal;

and to adjust the plurality of timing segments based on the located peak amplitudes to capture durations of the first individual particle signal component and the second individual particle signal component.

29. The apparatus of claim 25, wherein the processor is further to determine at least one of the plurality of parameters for each of the first individual particle signal component and the second individual particle signal component;

the processor is further to validate each of the first individual particle signal component and the second individual particle signal component based on the at least one of the plurality of parameters; and

the processor is further to determine at least one of a velocity and a size of a particle from each of the validated first individual particle signal component and the second individual particle signal component.

30. The apparatus of claim 25, wherein the time varying signal is a sampled signal.

31. An apparatus to mitigate particle measurement errors in a dense particle field, comprising:

a memory; and

a processor coupled to the memory, wherein the processor is to

a) receive a time varying signal generated from a light scattered from one or more particles that forms an interference fringe pattern, wherein the time varying signal is a contiguous signal, the processor is to

b) partition the time varying signal into a plurality of timing segments comprising a first timing segment and a second timing segment;

wherein the processor is to

c) locate peak amplitudes in the plurality of timing segments;

wherein the processor is to

d) determine a change in at least one of parameters comprising a frequency and a phase between the first timing segment and the second timing segment;

wherein the processor is to

e) identify the first timing segment and the second timing segment as being associated with a single particle, when the change is not greater than a threshold; and

wherein the processor is to

f) identify the first timing segment as a first individual particle signal component produced by a first particle and identifying the second timing segment as a second individual particle signal component produced by a second particle, when the change in the at least one of the frequency and the phase is greater than the threshold when a sample volume has a plurality of particles including the first particle and the second particle within a time duration to mitigate at least one of a particle size measurement error and a particle velocity measurement error and a false counting of particles under coincident events.

32. The apparatus of claim 31, wherein the at least one of parameters further comprise a signal duration, a particle transit time, a signal-to-noise ratio, or any combination thereof.

33. The apparatus of claim 31, wherein the processor is further to determine an estimated particle transit time, wherein at least the first individual particle signal component and the second individual particle signal component are identified based on the estimated transit time.

34. The apparatus of claim 31, wherein the processor is further to determine a duration of the time varying signal, wherein at least the first individual particle signal component and the second individual particle signal component are identified based on the duration.

35. The apparatus of claim 31, wherein the processor is further to validate each of the first individual particle signal component and the second individual particle signal component based on the at least one of the frequency and the phase;

and wherein the processor is further to determine at least one of a velocity and a size of a particle from each of the validated first individual particle signal component and the second individual particle signal component.

36. The apparatus of claim 31, wherein the time varying signal is a sampled signal.

37. The apparatus of claim 31, wherein the processor is further to adjust a duration of the plurality of timing segments based on the peak amplitudes, wherein operations b, c and d are repeated iteratively for the adjusted timing segments until at least the first individual particle signal component and the second individual particle signal component are identified.