Variable indication estimator
View Patent ↗A variable indication estimator which determines an output value representative of a set of input data. For example, the estimator can reduce input data to estimates of a desired signal, select a time, and determine an output value from the estimates and the time. In one embodiment, the time is selected using one or more adjustable signal confidence parameters determine where along the estimates the output value will be computed. By varying the parameters, the characteristics of the output value are variable. For example, when input signal confidence is low, the parameters are adjusted so that the output value is a smoothed representation of the input signal. When input signal confidence is high, the parameters are adjusted so that the output value has a faster and more accurate response to the input signal.
1. An apparatus for selecting output physiological parameter values, the apparatus comprising:
one or more processors configured to:
receive an input physiological signal;
receive values of a physiological parameter derived from the input physiological signal, and
select output physiological parameter values by at least adjusting between smoothing the physiological parameter values and tracking the physiological parameter values;
wherein said adjusting is performed based at least in part on one or more characteristics of the input physiological signal, the one or more characteristics comprising one or more of the following: signal confidence in the input physiological signal and a desired time lag.
2. The apparatus of claim 1 , wherein the signal confidence reflects a level of confidence that one or more values of the input physiological signal represent a value of an expected physiological signal.
3. The apparatus of claim 1 , wherein the signal confidence is derived from an analysis of noise in the input physiological signal.
4. An apparatus for selecting output physiological parameter values, the apparatus comprising:
one or more processors configured to:
access an input physiological signal;
access values of a physiological parameter derived from the input physiological signal, and
select output physiological parameter values by at least adjusting between smoothing the physiological parameter values and tracking the physiological parameter values;
wherein said adjusting is performed based at least in part on a desired time lag.
5. The apparatus of claim 4 , wherein the one or more processors are further configured to:
substantially smooth the physiological parameter values responsive to the desired time lag being relatively higher; and
substantially track the physiological parameter values responsive to the desired time lag being relatively lower.
6. The apparatus of claim 4 , wherein the output physiological parameter values are configured to reflect a faster response to the physiological parameter values when the desired time lag is relatively lower and to reflect a slower response to the physiological parameter values when the desired time lag is relatively higher.
7. The apparatus of claim 4 , wherein the one or more processors are further configured to select the output physiological parameter values by at least adjusting between smoothing the physiological parameter values and predicting the physiological parameter values.
8. The apparatus of claim 4 , wherein the physiological parameter comprises oxygen saturation.
9. The apparatus of claim 4 , wherein the physiological parameter comprises blood pressure.
10. The apparatus of claim 4 , wherein the physiological parameter is derived from an electrocardiograph (ECG).
11. A method of selecting output physiological parameter values, the method comprising:
accessing an input physiological signal;
accessing values of a physiological parameter derived from the input physiological signal; and
adjusting between at least smoothing the physiological parameter values and tracking the physiological parameter values to produce output physiological parameter values, said adjusting being performed based at least in part on a desired time lag;
wherein at least said adjusting is performed by one or more processors.
12. The method of claim 11 , wherein said adjusting further comprises:
substantially smoothing the physiological parameter values responsive to the desired time lag being relatively higher; and
substantially tracking the physiological parameter values responsive to the desired time lag being relatively lower.
13. The method of claim 11 , wherein the output physiological parameter values are configured to reflect a faster response to the physiological parameter values when the desired time lag is relatively lower and to reflect a slower response to the physiological parameter values when the desired time lag is relatively higher.
14. The method of claim 11 , wherein said adjusting further comprises adjusting between at least smoothing the physiological parameter values and predicting the physiological parameter values.
15. The method of claim 11 , wherein the physiological parameter comprises oxygen saturation.
16. The method of claim 11 , wherein the physiological parameter comprises blood pressure.
17. The method of claim 11 , wherein the physiological parameter is derived from an electrocardiograph (ECG).
18. The method of claim 11 , further comprising segmenting the values of the physiological parameter values into a plurality of segments and performing said adjusting separately in each of the segments.
19. The method of claim 18 , wherein said adjusting further comprises interpolating between the segments.
20. The method of claim 18 , further comprising selecting a number of the segments based at least in part on one or both of a number of the values of the physiological parameter or signal processing speed.