Method and apparatus for facilitating physiological coherence and autonomic balance
First Claim
1. A method, comprising:
- sampling a plurality of heart beats of a subject;
determining a variability of the plurality of heart beats;
expressing the variability as a function of frequency;
determining a distribution of frequencies of the variability expressed as a function of frequency;
selecting a peak frequency of the distribution of frequencies;
determining a value of energy of the variability corresponding to said peak frequency (Epeak);
determining a value of energy of the variability below said peak frequency (Ebelow) and a value of energy of the variability above said peak frequency (Eabove);
determining a ratio of Epeak to Ebelow and Eabove; and
providing to the subject, in a first presentation format, a representation of a first parameter corresponding to said ratio.
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Accused Products
Abstract
Method and apparatus for determining the state of entrainment between biological systems which exhibit oscillatory behavior such as heart rhythms, respiration, blood pressure waves and low frequency brain waves based on a determination of heart rate variability (HRV). Entrainment reflects a harmonious balance between the two branches of the autonomic nervous system within the body. This internal state of heightened physiological efficiency enhances health and promotes optimal performance. According to one embodiment a method is used to determine the entrainment level based on an entrainment parameter related to HRV. The method first determines the power distribution spectrum (PSD) and then calculates an entrainment parameter (EP), which is a measure of the power distribution in the HRV spectrum. High EP values occur when this power is concentrated within a relatively narrow range of frequencies, and lower values when the power is distributed over a broader range of frequencies. In one embodiment, an apparatus is provided for monitoring the heart beat and presenting this information via a personal computer, handheld device, or other processing means.
247 Citations
56 Claims
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1. A method, comprising:
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sampling a plurality of heart beats of a subject;
determining a variability of the plurality of heart beats;
expressing the variability as a function of frequency;
determining a distribution of frequencies of the variability expressed as a function of frequency;
selecting a peak frequency of the distribution of frequencies;
determining a value of energy of the variability corresponding to said peak frequency (Epeak);
determining a value of energy of the variability below said peak frequency (Ebelow) and a value of energy of the variability above said peak frequency (Eabove);
determining a ratio of Epeak to Ebelow and Eabove; and
providing to the subject, in a first presentation format, a representation of a first parameter corresponding to said ratio. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33)
selecting a peak frequency of the variability expressed as a function of frequency within a predetermined range of frequencies.
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4. The method of claim 2, wherein determining the distribution of frequencies further comprises:
determining a power spectrum distribution of frequencies in the variability expressed as a function of frequency.
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5. The method of claim 4, further comprising:
normalizing the power spectrum distribution.
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6. The method of claim 4, wherein determining the value of energy in said peak frequency comprises:
determining the value of energy in a predetermined range of frequencies around said peak frequency (Epeak).
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7. The method of claim 6, wherein determining the value of energy in the predetermined range of frequencies comprises:
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selecting the predetermined range of frequencies; and
summing the power corresponding to each of the frequencies in said predetermined range of frequencies.
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8. The method of claim 1, wherein the first parameter comprises an entrainment parameter (EP).
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9. The method claim 8, further comprising:
demeaning and detrending the variability of the plurality of heart beats over a time period.
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10. The method of claim 8, further comprising:
weighting the variability of the plurality of heart beats over the time period to compensate for sampling noise.
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11. The method claim 10, wherein weighting variability of the plurality of heart beats over the time period further comprises applying a Hanning window.
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12. The method of claim 1, wherein the method is practiced in a digital data processing system.
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13. The method of claim 12, wherein the data processing system comprises a personal computer.
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14. The method of claim 12, wherein the data processing system comprises a handheld digital computing device.
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15. The method of claim 12, wherein the data processing system comprises a mainframe computer.
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16. The method of claim 12, wherein the data processing system includes a digital signal processing unit.
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17. The method of claim 12:
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wherein the processing system includes a display; and
wherein the method further comprises;
determining an entrainment parameter corresponding to the ratio, said entrainment parameter to provide a plurality of entrainment parameter values;
providing a first image on the display in response to a first entrainment parameter value; and
altering the first image on the display in response to a second entrainment parameter value if said second entrainment parameter value is different from said first entrainment parameter value.
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18. The method claim 17:
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wherein the first image includes a graphic element in a first position;
the graphic element transitions toward a goal if the second entrainment parameter value is greater than the first entrainment parameter value; and
the graphic element transitions away from the goal if the second entrainment parameter value is less than the first entrainment parameter value.
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19. The method of claim 18, wherein the graphic element is a balloon.
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20. The method of claim 18, wherein the image includes an obstacle.
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21. The method of claim 18, wherein the graphic element is a rainbow.
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22. The method of claim 1, further comprising:
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processing the variability of the plurality of heart beats over a time period, to provide a plurality of bins corresponding to a plurality of frequencies;
selecting the peak frequency within a predetermined range of the plurality of frequencies;
calculating the power in the bins corresponding to the peak frequency;
calculating the power in the bins below those corresponding to the peak frequency; and
calculating the power in the bins above those corresponding to the peak frequency.
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23. The method of claim 1, wherein sampling the plurality of heart beats comprises:
sampling the plurality of heart beats using a pressure sensitive apparatus.
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24. The method of claim 1, wherein sampling the plurality of heart beats comprises:
sampling the plurality of heart beats using a blood pressure monitor.
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25. The method of claim 1, wherein sampling the plurality of heart beats comprises:
sampling the plurality of heart beats using a heart rate monitor.
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26. The method of claim 1, wherein sampling the plurality of heart beats comprises:
sampling the plurality of heart beats using an electrocardiograph.
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27. The method of claim 1, wherein the first parameter relates to an emotional state of the subject.
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28. The method of claim 1, wherein the first parameter relates to a mental state of the subject.
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29. The method of claim 1:
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wherein sampling comprises sampling the plurality of heart beats for a first and a second consecutive time periods;
the method further comprising;
calculating a second parameter representative of a history of the parameter over the first and the second consecutive time periods.
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30. The method of claim 1, wherein sampling the plurality of heart beats comprises:
sampling the plurality of heart beats using a plethysmographic sensor.
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31. The method of claim 1, further comprising:
providing to the subject, in a second presentation format, a representation of a second parameter corresponding to said ratio.
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32. A software program performing the method of claim 1.
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33. The software program of claim 32, wherein the software program is stored in a computer readable medium.
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34. An apparatus, comprising:
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sampling circuit to sample a plurality of heart beats of a subject for a predetermined time period;
a display unit;
a processing unit coupled to the sampling circuit and the display unit, the processing unit to;
determine a variability of the plurality of heart beats by measuring an interval between each beat during the predetermined time period;
determine a frequency distribution of the variability, the frequency distribution having at least one peak frequency, the at least one peak including a range of frequencies;
calculate a parameter of the frequency distribution of the variability, wherein the parameter is a ratio of the area under the at least one peak frequency to the area under the remaining portions of the frequency distribution; and
outputting the parameter to the display unit for presentation to the subject. - View Dependent Claims (35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 51)
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47. A method, comprising:
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receiving heart rate variability information, the heart rate variability information comprising the time intervals between each heart beat of a plurality of heart beats of a subject during a predetermined time period;
expressing the heart rate variability as a function of frequency;
determining the power of said heart rate variability over a first range of frequencies;
selecting a power peak of said heart rate variability corresponding to said first range of frequencies;
calculating a parameter relating the power in said selected power peak to the power in said heart rate variability over a second range of frequencies; and
presenting the parameter to the subject.
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48. A computer program product, comprising:
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a computer usable medium having computer program code embodied therein, the computer program product having;
computer readable program code to sample a plurality of heart beats of a subject;
computer readable program code to obtain a heart rate variability of the plurality of heart beats;
computer readable program code to determine a distribution of frequencies in the heart rate variability and to select a peak frequency;
computer readable program code to determine;
a value of energy of said heart rate variability corresponding to said peak frequency (Epeak), a value of energy of said heart rate variability below said peak frequency (Ebelow), and a value of energy of said heart rate variability above said peak frequency (Eabove);
computer readable program code to determine a ratio of Epeak to Ebelow and Eabove; and
computer readable program code to provide to the subject, in a first presentation format, a representation of a first parameter corresponding to said ratio.
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49. An apparatus, comprising:
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a first circuit to sample a plurality of heart beats of a subject;
a second circuit to determine a heart rate variability of the plurality of heart beats and to determine the time interval between each heart beat in the plurality of heart beats;
a third circuit to determine a frequency distribution of the heart rate variability, the frequency distribution having at least one peak frequency representative of a range of frequencies;
a fourth circuit to calculate a first parameter of the frequency distribution based on a ratio of the area under the at least one peak to the area under the remaining portions of the frequency distribution; and
an output circuit to display the first parameter in a first presentation format. - View Dependent Claims (50)
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52. A method to evaluate heart rate variability, comprising:
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(a) sampling a plurality of heart rate beats of a subject;
(b) determining a heart rate variability of said subject;
(c) repeating (a) and (b) to provide a parameter that is based on a ratio of a variable peak of a distribution to the remaining portions of the distribution. (d) providing said parameter corresponding to said heart rate variability to said subject;
(e) reinforcing a positive emotional state in said subject using said parameter; - View Dependent Claims (53, 54, 55, 56)
expressing the variability as a function of frequencies;
determining a distribution of frequencies of the variability;
selecting a peak frequency of the distribution of frequencies;
determining a value of energy of the variability corresponding to said peak frequency;
determining a value of energy of the variability below said peak frequency and a value of energy of the variability above said peak frequency;
determining a ratio of said value of energy corresponding to said peak frequency, to the product of;
the value of the energy below said peak frequency and the value of the energy above said peak frequency.
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56. The method of claim 55, wherein the parameter corresponding to said heart rate variability is based on said ratio.
Specification