METHODS AND SYSTEMS FOR DETERMINING PHYSIOLOGICAL INFORMATION USING AUTOCORRELATION AND AN ENVELOPE TECHNIQUE
A physiological monitoring system may process a physiological signal such a photoplethysmograph signal from a subject. The system may determine physiological information, such as a physiological rate, from the physiological signal. The system may use search techniques and qualification techniques to determine one or more initialization parameters. The initialization parameters may be used to calculate and qualify a physiological rate. The system may use signal conditioning to reduce noise in the physiological signal and to improve the determination of physiological information. The system may use qualification techniques to confirm determined physiological parameters. The system may also use autocorrelation techniques, cross-correlation techniques, fast start techniques, and/or reference waveforms when processing the physiological signal.
1 . A subject monitoring system for determining physiological information of a subject, comprising:
a sensor configured to generate an intensity signal, wherein the sensor detects light attenuated by the subject; and
processing equipment coupled to the sensor, wherein the processing equipment is configured to:
generate an envelope based on a segment of an optical intensity signal derived from the intensity signal;
modify the optical intensity signal based on the envelope;
calculate an autocorrelation sequence based on the modified optical intensity signal; and
determine a value indicative of a physiological rate of the subject based on the autocorrelation sequence.
2 . The system of claim 1 , wherein the envelope comprises an upper envelope and a lower envelope, wherein the upper envelope comprises values greater than the lower envelope, and wherein the upper envelope and the lower envelope do not cross.
3 . The system of claim 2 , wherein the upper envelope comprises at least one point of the optical intensity signal and wherein the lower envelope comprises at least one point of the optical intensity signal.
4 . The system of claim 2 , wherein the processing equipment is further configured to:
subtract the lower envelope from a segment of the optical intensity signal to generate a first signal;
scale the first signal based on a difference between the upper envelope and the lower envelope to generate a second signal; and
subtract the mean of the second signal from the second signal to generate the modified optical intensity signal.
5 . The system of claim 4 , wherein the processing equipment is further configured to scale the first signal comprises scaling the first signal to vary in amplitude between one and negative one.
6 . The system of claim 4 , wherein the processing equipment is further configured to scale the first signal to vary in amplitude between one and zero.
7 . The system of claim 1 , wherein the processing equipment is further configured to fit a function to one or more points of the optical intensity signal.
8 . The system of claim 1 , wherein the intensity signal is a photoplethysmograph signal and the physiological rate is a pulse rate.
9 . A processing module for determining physiological information of a subject, wherein the processing module is configured to:
receive an optical intensity signal derived from a detector output, wherein the detector detects light attenuated by the subject;
generate an envelope based on a segment of the optical intensity signal;
modify the optical intensity signal based on the envelope;
calculate an autocorrelation sequence based on the modified optical intensity signal; and
determine a value indicative of a physiological rate of the subject based on the autocorrelation sequence.
10 . The processing module of claim 9 , wherein the envelope comprises an upper envelope and a lower envelope, wherein the upper envelope comprises values greater than the lower envelope, and wherein the upper envelope and the lower envelope do not cross.
11 . The processing module of claim 10 , wherein the upper envelope comprises at least one point of the optical intensity signal and wherein the lower envelope comprises at least one point of the optical intensity signal.
12 . The processing module of claim 10 , further configured to:
subtract the lower envelope from a segment of the optical intensity signal to generate a first signal;
scale the first signal based on a difference between the upper envelope and the lower envelope to generate a second signal; and
subtract the mean of the second signal from the second signal to generate the modified optical intensity signal.
13 . The processing module of claim 12 , further configured to scale the first signal to vary in amplitude between one and negative one.
14 . The processing module of claim 12 , further configured to scale the first signal to vary in amplitude between one and zero.
15 . The processing module of claim 9 , further configured to fit a function to one or more points of the optical intensity signal.
16 . The processing module of claim 9 , wherein the optical intensity signal is a photoplethysmograph signal and wherein the physiological rate is a pulse rate.
17 . A method for determining physiological information of a subject, comprising:
receiving an intensity signal derived from a detector output, wherein the detector detects light attenuated by the subject;
generating an envelope based on a segment of the intensity signal;
modifying the intensity signal based on the envelope;
calculating an autocorrelation sequence based on the modified intensity signal; and
determining, using processing equipment, a value indicative of a physiological rate of the subject based on the autocorrelation sequence.
18 . The method of claim 17 , wherein the envelope comprises an upper envelope and a lower envelope, and wherein the upper envelope comprises values greater than the lower envelope, and wherein the upper envelope and the lower envelope do not cross.
19 . The method of claim 18 , wherein the upper envelope comprises at least one point of the intensity signal and wherein the lower envelope comprises at least one point of the intensity signal.
20 . The method of claim 18 , wherein modifying the intensity signal comprises:
subtracting the lower envelope from a segment of the intensity signal to generate a first signal;
scaling the first signal based on a difference between the upper envelope and the lower envelope to generate a second signal; and
subtracting the mean of the second signal from the second signal to generate the modified intensity signal.
21 . The method of claim 20 , wherein the scaling the first signal comprises scaling the first signal to vary in amplitude between one and negative one.
22 . The method of claim 20 , wherein the scaling the first signal comprises scaling the first signal to vary in amplitude between one and zero.
23 . The method of claim 17 , wherein generating the envelope comprises fitting a function to one or more points of the intensity signal.
24 . The method of claim 17 , wherein the intensity signal is a photoplethysmograph signal and the physiological rate is a pulse rate.
25 . A computer-readable medium for use in determining physiological information of a subject, the computer-readable medium having computer program instructions recorded thereon for:
receiving an intensity signal derived from a detector output, wherein the detector detects light attenuated by the subject;
generating an envelope based on a segment of the intensity signal;
modifying the intensity signal based on the envelope;
calculating an autocorrelation sequence based on the modified intensity signal; and
determining a value indicative of a physiological rate of the subject based on the autocorrelation sequence.
26 . The computer-readable medium of claim 25 , wherein the envelope comprises an upper envelope and a lower envelope, and wherein the upper envelope comprises values greater than the lower envelope, and wherein the upper envelope and the lower envelope do not cross.
27 . The computer-readable medium of claim 26 , wherein the upper envelope comprises at least one point of the intensity signal and wherein the lower envelope comprises at least one point of the intensity signal.
28 . The computer-readable medium of claim 26 , having further computer program instructions recorded thereon for:
subtracting the lower envelope from a segment of the intensity signal to generate a first signal;
scaling the first signal based on a difference between the upper envelope and the lower envelope to generate a second signal; and
subtracting the mean of the second signal from the second signal to generate the modified intensity signal.
29 . The computer-readable medium of claim 28 , having further computer program instructions recorded thereon for scaling the first signal to vary in amplitude between one and negative one.
30 . The computer-readable medium of claim 28 , having further computer program instructions recorded thereon for scaling the first signal to vary in amplitude between one and zero.
31 . The computer-readable medium of claim 25 , having further computer program instructions recorded thereon for fitting a function to one or more points of the intensity signal.
32 . The computer-readable medium of claim 25 , wherein the intensity signal is a photoplethysmograph signal and wherein the value indicative of the physiological rate is a value indicative of a pulse rate.