System and method for detecting a signal in a noisy environment

• US 5,745,384 A
• Filed: 07/27/1995
• Issued: 04/28/1998
• Est. Priority Date: 07/27/1995
• Status: Expired due to Term

• Current Assignee: Lucent Technologies, Inc. (Nokia Corporation)
• Original Assignee: Lucent Technologies, Inc. (Nokia Corporation)
• Inventors: Medford, Lester V., Maclennan, Carol G., Lanzerotti, Louis J., Thomson, David James
• Primary Examiner(s): Trammell, James P.
• Assistant Examiner(s): Bui, Bryan
• Application Number:
  US08/508,274
• Time in Patent Office: 1,006 Days
• Field of Search: 364/574, 364/572, 364/551.01, 364/420, 364/569, 364/578, 395/928, 395/929, 395/930, 395/931, 340/552, 340/601, 340/825.73, 324/350, 324/357, 704/226, 381/71.12, 381/71.14
• US Class Current: 702/191
• CPC Class Codes: G01D 3/032 affecting incoming signal, e.g. by averaging; gating undesired signals
• CPC Class Codes: G01V 1/01 Measuring or predicting earthquakes

Abstract

A system and method are disclosed for detecting an event-related signal among noise, where the system includes memory for storing measurement values and may include a processor for generating residual values associated with the measurement values, and for detecting the event-related signal using the residual values.

Claims

1. A method for identifying the occurrence of an event which produces an electromagnetic disturbance within a region of the earth, the method comprising the steps of:

receiving signals appearing on a utility cable which extends through said region of the earth;

receiving environmental measurements from a device which detects electromagnetic signals in a given environment remote from said electromagnetic disturbance; and

analyzing said environmental measurements and said signals to detect the occurrence of the event.

2. The method of claim 1 further comprising the step of measuring a property of said signals appearing on said utility cable to obtain measured values.

3. The method of claim 2 wherein said property of said signals on said utility cable is electrical potential.

4. The method of claim 2 further comprising the step of storing, in a memory, a set of said measured values and a set of said environmental measurements, that were concurrently obtained during a period of time before the occurrence of the event, to establish a database.

5. The method of claim 4 wherein said step of analyzing said measurements comprises the steps of:

receiving, during the occurrence of the event, said environmental measurements, from said device to obtain a set of current environmental measurements;

generating a set of predicted values, of the property of said signals appearing on said utility cable, based on said current environmental measurements and said database;

measuring said signals appearing on said utility cable, during the occurrence of the event, to obtain current property measurements; and

generating a set of residual values based on said current property measurements and said set of predicted values.

6. The method of claim 5 further comprising the step of analyzing said set of residual values in such a way as to detect the occurrence of the event.

7. The method of claim 6 wherein said step of analyzing said set of residuals comprises the step of identifying a sub-set of residual values exceeding a predetermined residue threshold.

8. The method of claim 6 wherein said step of analyzing said set of residuals comprises the step of filtering said set of residuals to identify the time and duration of the electromagnetic disturbance produced by the event.

9. The method of claim 8 wherein said step of filtering comprises the steps of:

generating an integral of squared power spectra of the set of residuals;

determining peaks in said integral of squared power spectra; and

performing cepstral analysis on said peaks to eliminate a set of residuals related to noise.

10. The method of claim 8 further comprising the step of analyzing said filtered set of residuals to identify the type of event associated with the electromagnetic disturbances.

11. The method of claim 10 wherein said event is a Tsunami.

12. A method for identifying the occurrence of an event which produces an electromagnetic disturbance within a region of the earth, the method comprising the steps of:

measuring the electrical potential across a section of the earth to obtain a set of measured values, said section of the earth including the region of the earth in which the event produces the electromagnetic disturbance;

detecting electromagnetic signals, in a given environment remote from said electromagnetic disturbance, to obtain a set of stored values; and

analyzing said set of measured values and said set of stored values to detect the occurrence of the event.

13. The method of claim 12 wherein said step of analyzing comprises the steps of:

generating a set of residual values based on said set of stored values and said set of measured values; and

analyzing said set of residual values in such a way as to detect the occurrence of the event.

14. The method of claim 13 wherein said step of analyzing said residual values comprises the step of identifying a sub-set of residual values exceeding a predetermined residue threshold.

15. The method of claim 13 wherein said step of analyzing said residual values comprises the step of filtering said set of residual values to identify the time and duration of the electromagnetic disturbance produced by the event.

16. The method of claim 15 wherein said step of filtering comprises the steps of:

generating an integral of squared power spectra of the set of residual values;

determining peaks in said integral of squared power spectra; and

performing cepstral analysis on said peaks to eliminate a set of residual values related to noise.

17. The method of claim 15 further comprising the step of analyzing said filtered set of residual values to identify the event associated with the electromagnetic disturbances.

18. The method of claim 17 wherein said event is a Tsunami.

19. A method for detecting an event-related signal comprising the steps of:

generating residual values from a set of measurement values associated with an event-related signal; and

determining a first condition of a first peak of an integral of squared power spectra of the residual values exceeding a first predetermined threshold to detect the event-related signal therefrom.

20. The method of claim 19 further including, after the step of determining the first condition, the steps of

performing cepstral analysis of the first peak;

and

determining a second condition of a cepstral peak exceeding a second predetermined threshold to confirm detection of the event-related signal.

21. An apparatus for identifying the occurrence of events which produce electromagnetic disturbances within a region of the earth, the apparatus comprising:

means for receiving signals appearing on a utility cable which extends through said region of the earth; and

means for receiving environmental measurements from a device which detects electromagnetic signals in an environment remote from said electromagnetic disturbance;

means for analyzing said signals appearing on said utility cable and said measurements to detect the occurrence of the event.

22. The apparatus of claim 21 further comprising means for measuring a property of said signals appearing on said utility cable.

23. The apparatus of claim 22 wherein said property is electrical potential.

24. The apparatus of claim 22 further comprising a memory for storing measurements of said property of said signals and said environmental measurements, that were concurrently received during a period of time before the occurrence of the event, to establish a database.

25. The apparatus of claim 24 wherein said means for analyzing said measurements comprises:

means for receiving, during the occurrence of the event, said environmental measurements from said device to obtain a set of current environmental measurements;

means for generating a set of predicted values, of the property of said signals appearing on said utility cable, based on said database and said current environmental measurements;

means for measuring said signals appearing on said utility cable, during the occurrence of the event, to obtain current property measurement; and

means for generating a set of residual values based on said current property measurements and said set of predicted values.

26. The apparatus of claim 25 further comprising means for analyzing said set of residual values in such a way as to detect the occurrence of the event.

27. The apparatus of claim 26 wherein said means for analyzing said set of residuals comprises means for identifying a sub-set of residual values exceeding a predetermined residue threshold.

28. The apparatus of claim 26 wherein said means for analyzing said set of residuals comprises means for filtering said set of residuals to identify the time and duration of the electromagnetic disturbance produced by the event.

29. The apparatus of claim 28 wherein said means for filtering comprises:

means for generating an integral of squared power spectra of the set of residuals;

means for determining peaks in said integral of squared power spectra; and

means for performing cepstral analysis on said peaks to eliminate a set of residuals related to noise.

30. The apparatus of claim 28 further comprising means for analyzing said filtered set of residuals to identify the type of event associated with the electromagnetic disturbances.

31. The apparatus of claim 30 wherein said event is a Tsunami.

32. An apparatus for identifying the occurrence of an event which produces an electromagnetic disturbance within a region of the earth, the apparatus comprising:

means for measuring the electrical potential across a section of the earth to obtain measured values, said section of the earth including the region of the earth in which the event produces the electromagnetic disturbance;

means for detecting electromagnetic signals, in a given environment remote from said electromagnetic disturbance, to obtain a set of stored values; and

means for analyzing said set of stored values and said set of measured values in such a way as to detect the occurrence of the event.

33. The apparatus of claim 32 wherein said step of analyzing comprises means for generating a set of residual values based on said set of stored values and said set of measured values, and means for analyzing said set of residual values in such a way as to detect the occurrence of the event.

34. The apparatus of claim 33 wherein said means for analyzing said residual values comprises means for identifying a sub-set of residual values exceeding a predetermined residue threshold.

35. The apparatus of claim 34 wherein said means for analyzing said set of residual values comprises means for filtering said set of residual values to identify the time and duration of the electromagnetic disturbance produced by the event.

36. The apparatus of claim 35 wherein said means for filtering comprises:

means for generating an integral of squared power spectra of the set of residual values;

means for determining peaks in said integral of squared power spectra; and

means for performing cepstral analysis on said peaks to eliminate a set of residual values related to noise.

37. The apparatus of claim 35 further comprising means for analyzing said filtered set of residual values to identify the event associated with the electromagnetic disturbances.

38. The apparatus of claim 37 wherein said event is a Tsunami.

39. A system for identifying the occurrence of events which produce electromagnetic disturbances within a region of the earth, the system comprising:

a receiver for receiving signals appearing on a utility cable which extends through said region of the earth;

a detector for receiving environmental measurements from a device which detects electromagnetic signals in an environment remote from said electromagnetic disturbance; and

a processor for analyzing said signals appearing on said utility cable and said environmental measurements to detect the occurrence of the events.

40. The system of claim 39 further comprising a measurement device for measuring a property of said signals appearing on said utility cable.

41. The system of claim 40 wherein said processor is further operable to generate a set of predicted values based on previous said environmental measurements, previous measurements of said property of said signals, and said environmental measurements made during the occurrence of the event.

42. The system of claim 41 wherein said processor is further operable to generate a set of residual values based on said predicted values and a set of measurements of said property of said signals.

43. The system of claim 42 wherein said processor is operable to analyze said residual values through means for filtering said set of residual values to identify the time and duration of the electromagnetic disturbance produced by the event.

44. The system of claim 43 wherein said means for filtering comprises:

means for generating an integral of squared power spectra of the set of residual values;

means for determining peaks in said integral of squared power spectra; and

means for performing cepstral analysis on said peaks to eliminate a set of residual values related to noise.

45. The system of claim 43 further comprising means for analyzing said filtered set of residual values to identify the type of event associated with the electromagnetic disturbances.

46. The system of claim 45 wherein said event is a Tsunami.

47. A system for identifying the occurrence of an event which produces an electromagnetic disturbance within a region of the earth, the system comprising:

means for measuring the electrical potential across a section of the earth to obtain measured values, said section of the earth including the region of the earth in which the event produces the electromagnetic disturbance;

means for detecting electromagnetic signals, in a given environment remote from said electromagnetic disturbance, to obtain a set of stored values; and

means for analyzing said set of stored values and said set of measured values to detect the occurrence of the event.

48. The system of claim 47 wherein said means for analyzing comprises means for generating a set of residual values based on said set of stored values and said set of measured values;

and

means for analyzing said set of residual values in such a way as to detect the occurrence of the event.

49. The system of claim 48 wherein said means for analyzing said residual values comprises means for identifying a sub-set of residual values exceeding a predetermined residue threshold.

50. The system of claim 49 wherein said means for analyzing said set of residual values comprises means for filtering said set of residual values to identify the time and duration of the electromagnetic disturbance produced by the event.

51. The system of claim 50 wherein said means for filtering comprises:

means for generating an integral of squared power spectra of the set of residual values;

means for determining peaks in said integral of squared power spectra; and

means for performing cepstral analysis on said peaks to eliminate a set of residual values related to noise.

52. The system of claim 50 further comprising means for analyzing said filtered set of residual values to identify the event associated with the electromagnetic disturbances.

53. The system of claim 52 wherein said event is a Tsunami.

54. A system for detecting an event-related signal comprising:

memory for storing measurement values; and

means for generating residual values associated with the measurement values, and for detecting the event-related signal using the residual values, said means being responsive to a signal detection program for determining a condition of a first peak of an integral of squared power spectra of the residual values exceeding a predetermined threshold to detect the event-related signal therefrom.

55. The system of claim 54 wherein the means for generating, in response to the exceeding of the first predetermined threshold by the first peak, performs cepstral analysis of the first peak to determine a condition of a cepstral peak exceeding a second predetermined threshold to confirm detection of the event-related signal.

56. A system for detecting an event-related electromagnetic signal associated with a tsunami comprising:

a detector for detecting and measuring a plurality of electromagnetic signals, including the event-related electromagnetic signal, to obtain a plurality of measurement values over an interval of time; and

a processing unit including;

memory and stored programs, including a signal detection program, for receiving and storing the plurality of measurement values; and

a processor responsive to the signal detection program for generating residual values associated with the plurality of measurement values, and for detecting the event-related electromagnetic signal among the plurality or electromagnetic signals using the residual values, said processor being responsive to the signal detection program for detecting a condition for each of a plurality of peaks of an integral of squared power spectra of the residual values exceeding a first predetermined threshold to detect the event-related electromagnetic signal therefrom as associated with a set of peaks exceeding a first predetermined threshold.

57. The system of claim 56 wherein the processor, in response to the exceeding of the first predetermined threshold set by the set of peaks, performs cepstral analysis of the set of peaks to determine a condition of a cepstral peak generated from the set of peaks as exceeding a second predetermined threshold to confirm detection of the event-related electromagnetic signal by elimination of false candidates from the set of peaks.

58. A method for detecting an event-related signal that propagates in an environment between a detector equipment location and a remote location, the method comprising the steps of:

detecting electromagnetic signals propagating in the environment of the detector equipment location to store said environmental measurements over a period of time;

determining a set of expected values based on said environmental measurements, said expected values being a prediction of a difference in electrical potential, across a section of the earth between the detector equipment location and the remote location;

measuring the electrical potential across the section of the earth between the detector equipment location and the remote location to determine measured values of the difference in electrical potential therebetween;

generating a set of residual values based on said set of expected values and said set of measured values; and

analyzing said set of residual values to detect the event-related signal.

59. An apparatus for detecting an event-related signal propagating in an environment between the location of the apparatus and a remote location, the apparatus comprising:

a detector for measuring electromagnetic signals propagating in the environment of the location of the apparatus;

a processor operable to determine, based on said measured electromagnetic signals, a set of expected values of the electrical potential across a section of the earth between said location of the apparatus and the remote location; and

a detector for measuring the electrical potential across said surface of the earth between the location of the apparatus and the remote location; and

said processor being further operable to determine a set of residual values based on said electrical potential measurements and said set of expected values, analyze said set of residual values to detect the event-related signal.

60. A system for detecting an event-related signal that propagates in an environment between a detector equipment location and a remote location, the system comprising:

means for detecting, over a period of time, electromagnetic signals propagating in the environment of the detector equipment location;

means for storing measurements of said detected electromagnetic signals in a memory;

means for determining a set of expected values based on said environmental measurements, said expected values being a prediction of a difference in electrical potential across a section of the earth, between the detector equipment location and the remote location;

means for measuring the electrical potential across the section of the earth between the detector equipment location and the remote location during a period of time wherein the event-related signal propagates therebetween;

means for generating a set of residual values based on said set of expected values and said set of measured values; and

means for analyzing said set of residual values to detect the presence of the event-related signal.