Systems and methods for calibrating unstable sensors

1. A method for calibrating a sensor of a mobile device, the method comprising:

determining a first estimated position of the mobile device without using any measurement from the sensor of the mobile device;

generating a second estimated position of the mobile device using a measurement from the sensor;

estimating a sensor error of the sensor using the first estimated position and the second estimated position; and

using the sensor error to determine a calibration value for adjusting one or more measurements from the sensor,

wherein the sensor is a pressure sensor of the mobile device, and

wherein the calibration value is determined by:

identifying a pressure sensor calibration equation that includes calibration coefficient values;

identifying temperature measurements of the pressure sensor and corresponding sensor error measurements for the pressure sensor, wherein each temperature measurement of the identified temperature measurements was measured when the pressure sensor made a corresponding measurement of pressure that was used to determine a corresponding sensor error measurement of the identified sensor error measurements;

determining calibration coefficient adjustment values by performing a polynomial fit using the identified temperature measurements and corresponding sensor error measurements;

determining an adjusted pressure sensor calibration equation by using the calibration coefficient adjustment values to adjust the calibration coefficient values of the pressure sensor calibration equation; and

determining the calibration value using the adjusted pressure sensor calibration equation.

2. The method of claim 1 , wherein the first estimated position includes a first altitude and the second estimated position includes a second altitude, and wherein the sensor error is estimated by:

determining a difference in altitude between the first estimated position and the second estimated position;

determining an estimated difference in pressure between the first estimated position and the second estimated position by applying a scaling factor to the difference in altitude, wherein the scaling factor specifies a change in pressure per an amount of vertical distance; and

setting the sensor error to the estimated difference in pressure.

3. The method of claim 1 , wherein the method comprises:

adjusting a measurement from the sensor by the calibration value.

4. A method for calibrating a sensor of a mobile device, the method comprising:

determining a first estimated position of the mobile device without using any measurement from the sensor of the mobile device;

generating a second estimated position of the mobile device using a measurement from the sensor;

estimating a sensor error of the sensor using the first estimated position and the second estimated position; and

using the sensor error to determine a calibration value for adjusting one or more measurements from the sensor,

wherein the sensor error is estimated by:

determining a difference in distance between the first estimated position and the second estimated position;

determining an estimated difference in pressure between the first estimated position and the second estimated position by applying a scaling factor to the difference in distance; and

setting the sensor error to the estimated difference in pressure.

5. The method of claim 4 , wherein the first estimated position includes a first altitude and the second estimated position includes a second altitude, and the difference in distance is a difference in altitude.

6. The method of claim 4 , wherein the method comprises:

adjusting a measurement from the sensor by the calibration value, wherein the calibration value is set to the sensor error or an average of the sensor error and other previously stored sensor errors.

7. One or more non-transitory machine-readable media embodying program instructions that, when executed by one or more machines, cause the one or more machines to implement a method for calibrating a sensor of a mobile device, the method comprising:

determining a first estimated position of the mobile device without using any measurement from the sensor of the mobile device;

generating a second estimated position of the mobile device using a measurement from the sensor;

estimating a sensor error of the sensor using the first estimated position and the second estimated position; and

using the sensor error to determine a calibration value for adjusting one or more measurements from the sensor,

wherein the sensor is a pressure sensor of the mobile device, and

wherein the calibration value is determined by:

identifying a pressure sensor calibration equation that includes calibration coefficient values;

identifying temperature measurements of the pressure sensor and corresponding sensor error measurements for the pressure sensor, wherein each temperature measurement of the identified temperature measurements was measured when the pressure sensor made a corresponding measurement of pressure that was used to determine a corresponding sensor error measurement of the identified sensor error measurements;

determining calibration coefficient adjustment values by performing a polynomial fit using the identified temperature measurements and corresponding sensor error measurements;

determining an adjusted pressure sensor calibration equation by using the calibration coefficient adjustment values to adjust the calibration coefficient values of the pressure sensor calibration equation; and

determining the calibration value using the adjusted pressure sensor calibration equation.

8. The one or more non-transitory machine-readable media of claim 7 , wherein the first estimated position includes a first altitude and the second estimated position includes a second altitude, and wherein the sensor error is estimated by:

determining a difference in altitude between the first estimated position and the second estimated position;

determining an estimated difference in pressure between the first estimated position and the second estimated position by applying a scaling factor to the difference in altitude, wherein the scaling factor specifies a change in pressure per an amount of vertical distance; and

setting the sensor error to the estimated difference in pressure.

9. The one or more non-transitory machine-readable media of claim 7 , wherein the method comprises:

adjusting a measurement from the sensor by the calibration value.

10. One or more non-transitory machine-readable media embodying program instructions that, when executed by one or more machines, cause the one or more machines to implement a method for calibrating a sensor of a mobile device, the method comprising:

determining a first estimated position of the mobile device without using any measurement from the sensor of the mobile device;

generating a second estimated position of the mobile device using a measurement from the sensor;

estimating a sensor error of the sensor using the first estimated position and the second estimated position; and

using the sensor error to determine a calibration value for adjusting one or more measurements from the sensor,

wherein the sensor error is estimated by:

determining a difference in distance between the first estimated position and the second estimated position;

determining an estimated difference in pressure between the first estimated position and the second estimated position by applying a scaling factor to the difference in distance; and

setting the sensor error to the estimated difference in pressure.

11. The one or more non-transitory machine-readable media of claim 10 , wherein the first estimated position includes a first altitude and the second estimated position includes a second altitude, and the difference in distance is a difference in altitude.

12. The one or more non-transitory machine-readable media of claim 10 , wherein the method comprises:

adjusting a measurement from the sensor by the calibration value,

wherein the calibration value is set to the sensor error or an average of the sensor error and other previously stored sensor errors.