METHODS AND SYSTEMS FOR DETERMINING PHYSIOLOGICAL INFORMATION BASED ON A PEAK OF A CROSS-CORRELATION
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:
calculate an autocorrelation sequence based on the intensity signal;
calculate a cross-correlation sequence based on the autocorrelation sequence and a cross-correlation waveform;
identify a peak based on the cross-correlation sequence; and
determine a value indicative of a physiological rate of the subject based on the peak.
2 . The system of claim 1 , wherein the processing equipment is further configured to condition the intensity signal using a detrending calculation prior to calculating the autocorrelation sequence.
3 . The system of claim 1 , wherein the processing equipment is further configured to:
generate an envelope based on the cross-correlation sequence; and
identify the peak based on the envelope.
4 . The system of claim 1 , wherein the cross-correlation waveform comprises a plurality of segments, wherein each segment has different characteristics.
5 . The system of claim 4 , wherein the processing equipment is further configured to:
sum values in the cross-correlation sequence that correspond to each of the plurality of segments; and
identify a peak based on the sums.
6 . The system of claim 1 , wherein the processing equipment is further configured to qualify the identified peak by comparing the peak to a threshold determined based on the cross-correlation sequence.
7 . The system of claim 1 , wherein the processing equipment is further configured to qualify the identified peak by comparing the peak to a next largest peak identified based on the cross-correlation sequence.
8 . The system of claim 1 , 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.
9 . A processing module for determining physiological information of a subject, wherein the processing module is configured to:
receive an intensity signal from a detector, wherein the detector detects light attenuated by the subject;
calculate an autocorrelation sequence based on the intensity signal;
calculate a cross-correlation sequence based on the autocorrelation sequence and a cross-correlation waveform;
identify a peak based on the cross-correlation sequence; and
determine a value indicative of a physiological rate of the subject based on the peak.
10 . The processing module of claim 9 , further configured to condition the intensity signal using a detrending calculation prior to calculating the autocorrelation sequence.
11 . The processing module of claim 9 , further configured to:
generate an envelope based on the cross-correlation sequence; and
identify the peak based on the envelope.
12 . The processing module of claim 9 , wherein the cross-correlation waveform comprises a plurality of segments, wherein each segment has different characteristics.
13 . The processing module of claim 12 , further configured to:
sum values in the cross-correlation sequence that correspond to each of the plurality of segments; and
identify a peak based on the sums.
14 . The processing module of claim 9 , further configured to qualify the identified peak by comparing the peak to a threshold determined based on the cross-correlation sequence.
15 . The processing module of claim 9 , further configured to qualify the identified peak by comparing the peak to a next largest peak identified based on the cross-correlation sequence.
16 . The processing module of claim 9 , 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.
17 . A method for determining physiological information of a subject, comprising:
receiving an intensity signal from a detector, which detects light attenuated by the subject;
calculating an autocorrelation sequence based on the intensity signal;
calculating a cross-correlation sequence based on the autocorrelation sequence and a cross-correlation waveform;
identifying a peak based on the cross-correlation sequence; and
determining, using processing equipment, a value indicative of a physiological rate of the subject based on the peak.
18 . The method of claim 17 , further comprising conditioning the intensity signal using a detrending calculation prior to calculating the autocorrelation sequence.
19 . The method of claim 17 , further comprising generating an envelope based on the cross-correlation sequence, wherein identifying the peak based on the cross-correlation sequence comprises identifying the peak based on the envelope.
20 . The method of claim 17 , wherein the cross-correlation waveform comprises a plurality of segments, wherein each segment has different characteristics.
21 . The method of claim 20 , further comprising summing values in the cross-correlation sequence that correspond to each of the plurality of segments, wherein the identifying a peak based on the cross-correlation sequence comprises identifying a peak based on the sums.
22 . The method of claim 17 , further comprising qualifying the identified peak by comparing the peak to a threshold determined based on the cross-correlation sequence.
23 . The method of claim 17 , further comprising qualifying the identified peak by comparing the peak to a next largest peak identified based on the cross-correlation sequence.
24 . The method of claim 17 , 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.
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 from a detector, which detects light attenuated by the subject;
calculating an autocorrelation sequence based on the intensity signal;
calculating a cross-correlation sequence based on the autocorrelation sequence and a cross-correlation waveform;
identifying a peak based on the cross-correlation sequence; and
determining a value indicative of a physiological rate of the subject based on the peak.
26 . The computer-readable medium of claim 25 , having further computer program instructions recorded thereon for conditioning the intensity signal using a detrending calculation prior to calculating the autocorrelation sequence.
27 . The computer-readable medium of claim 25 , having further computer program instructions recorded thereon for generating an envelope based on the cross-correlation sequence, wherein identifying the peak based on the cross-correlation sequence comprises identifying the peak based on the envelope.
28 . The computer-readable medium of claim 25 , wherein the cross-correlation waveform comprises a plurality of segments, wherein each segment has different characteristics.
29 . The computer-readable medium of claim 28 , having further computer program instructions recorded thereon for summing values in the cross-correlation sequence that correspond to each of the plurality of segments, wherein the identifying a peak based on the cross-correlation sequence comprises identifying a peak based on the sums.
30 . The computer-readable medium of claim 25 , having further computer program instructions recorded thereon for qualifying the identified peak by comparing the peak to a threshold determined based on the cross-correlation sequence.
31 . The computer-readable medium of claim 17 , having further computer program instructions recorded thereon for qualifying the identified peak by comparing the peak to a next largest peak identified based on the cross-correlation sequence.
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.