Systems and methods for calibrating weather stations using maximum allowed altitude errors
Calibrating weather stations using maximum allowed altitude errors. Particular embodiments described herein include machines that determine a maximum allowed pressure calibration error for a weather station, determine a temperature variation associated with an environment in which the weather station resides, determine a maximum allowed altitude error for the weather station using the maximum allowed pressure calibration error and the temperature variation, and use the maximum allowed altitude error to determine if a first maximum possible altitude error associated with a first approach for estimating an altitude of the weather station exceeds the maximum allowed altitude error. If the first maximum possible altitude error associated with the first approach does not exceed the maximum allowed altitude error, the first approach is used to estimate an altitude of the weather station for use in calibrating a pressure sensor of the weather station.
1. A method performed by one or more machines for calibrating a pressure sensor of a weather station, the method comprising:
determining a maximum allowed pressure calibration error for a weather station;
determining, using a machine of the one or more machines, a temperature variation during a predefined time period associated with an environment in which the weather station resides;
determining, using a machine of the one or more machines, a maximum allowed altitude error for the weather station using the maximum allowed pressure calibration error and the temperature variation;
using the maximum allowed altitude error to determine, using a machine of the one or more machines, if a first maximum possible altitude error associated with a first approach for estimating an altitude of the weather station exceeds the maximum allowed altitude error;
if the first maximum possible altitude error associated with the first approach does not exceed the maximum allowed altitude error, using the first approach to estimate the altitude of the weather station and calibrating a pressure sensor of the weather station using the estimated altitude of the weather station; and
if the first maximum possible altitude error associated with the first approach exceeds the maximum allowed altitude error, not using the first approach to estimate the altitude of the weather station for use in calibrating the pressure sensor of the weather station;
wherein the determining a maximum allowed pressure calibration error for a weather station comprises:
determining a fractional amount of a maximum tolerated altitude error in an estimated altitude of a mobile device that is allowed to result from weather station height error; and
using the determined fractional amount to determine the maximum allowed pressure calibration error.
2. The method of claim 1 , wherein the first maximum possible altitude error associated with the first approach for estimating an altitude of the weather station is an altitude error in an estimated altitude of the weather station that was determined using the first approach.
3. The method of claim 1 , wherein the first maximum possible altitude error associated with the first approach for estimating an altitude of the weather station is an amount of possible error associated with the first approach.
4. One or more non-transitory machine-readable media embodying program instructions that, when executed by the one or more machines, cause the one or more machines to implement the method of claim 1 .
5. A system for calibrating a pressure sensor of a weather station, the system comprising: a memory comprising computer-executable instructions; and the one or more machines configured to execute the computer-executable instructions and cause the system to perform the method of claim 1 .
6. A method performed by one or more machines for calibrating a pressure sensor of a weather station, the method comprising:
determining a maximum allowed pressure calibration error for a weather station;
determining, using a machine of the one or more machines, a temperature variation during a predefined time period associated with an environment in which the weather station resides;
determining, using a machine of the one or more machines, a maximum allowed altitude error for the weather station using the maximum allowed pressure calibration error and the temperature variation;
using the maximum allowed altitude error to determine, using a machine of the one or more machines, if a first maximum possible altitude error associated with a first approach for estimating an altitude of the weather station exceeds the maximum allowed altitude error;
if the first maximum possible altitude error associated with the first approach does not exceed the maximum allowed altitude error, using the first approach to estimate the altitude of the weather station and calibrating a pressure sensor of the weather station using the estimated altitude of the weather station; and
if the first maximum possible altitude error associated with the first approach exceeds the maximum allowed altitude error, not using the first approach to estimate the altitude of the weather station for use in calibrating the pressure sensor of the weather station;
wherein the determining, using a machine of the one or more machines, a temperature variation during a predefined time period associated with an environment in which the weather station resides comprises:
deriving, using a machine of the one or more machines, a temperature distribution of temperatures measured during the predefined time period;
selecting a percentage of the temperatures in the temperature distribution;
determining, using a machine of the one or more machines, a range size of the selected percentage of the temperatures in the temperature distribution; and
setting the temperature variation to be the range size.
7. The method of claim 6 , wherein the first maximum possible altitude error associated with the first approach for estimating an altitude of the weather station is an altitude error in an estimated altitude of the weather station that was determined using the first approach.
8. The method of claim 6 , wherein the first maximum possible altitude error associated with the first approach for estimating an altitude of the weather station is an amount of possible error associated with the first approach.
9. The method of claim 6 , wherein the determining a maximum allowed pressure calibration error for a weather station comprises:
using a pressure measurement resolution of the weather station to determine the maximum allowed pressure calibration error.
10. One or more non-transitory machine-readable media embodying program instructions that, when executed by the one or more machines, cause the one or more machines to implement the method of claim 6 .
11. A system for calibrating a pressure sensor of a weather station, the system comprising: a memory comprising computer-executable instructions; and the one or more machines configured to execute the computer-executable instructions and cause the system to perform the method of claim 6 .
12. A method performed by one or more machines for calibrating a pressure sensor of a weather station, the method comprising:
determining a maximum allowed pressure calibration error for a weather station;
determining, using a machine of the one or more machines, a temperature variation during a predefined time period associated with an environment in which the weather station resides;
determining, using a machine of the one or more machines, a maximum allowed altitude error for the weather station using the maximum allowed pressure calibration error and the temperature variation;
using the maximum allowed altitude error to determine, using a machine of the one or more machines, if a first maximum possible altitude error associated with a first approach for estimating an altitude of the weather station exceeds the maximum allowed altitude error;
if the first maximum possible altitude error associated with the first approach does not exceed the maximum allowed altitude error, using the first approach to estimate the altitude of the weather station and calibrating a pressure sensor of the weather station using the estimated altitude of the weather station; and
if the first maximum possible altitude error associated with the first approach exceeds the maximum allowed altitude error, not using the first approach to estimate the altitude of the weather station for use in calibrating the pressure sensor of the weather station;
wherein the determining, using a machine of the one or more machines, a temperature variation during a predefined time period associated with an environment in which the weather station resides comprises:
identifying, using a machine of the one or more machines, a minimum temperature and a maximum temperature from a group of temperatures measured during the predefined time period;
determining, using a machine of the one or more machines, a difference in temperature between the minimum temperature and the maximum temperature and dividing by 2; and
setting the temperature variation to be the difference in temperature, divided by 2.
13. The method of claim 12 , wherein the first maximum possible altitude error associated with the first approach for estimating an altitude of the weather station is an altitude error in an estimated altitude of the weather station that was determined using the first approach.
14. The method of claim 12 , wherein the first maximum possible altitude error associated with the first approach for estimating an altitude of the weather station is an amount of possible error associated with the first approach.
15. The method of claim 12 , wherein the determining a maximum allowed pressure calibration error for a weather station comprises:
using a pressure measurement resolution of the weather station to determine the maximum allowed pressure calibration error.
16. One or more non-transitory machine-readable media embodying program instructions that, when executed by the one or more machines, cause the one or more machines to implement the method of claim 12 .
17. A system for calibrating a pressure sensor of a weather station, the system comprising: a memory comprising computer-executable instructions; and the one or more machines configured to execute the computer-executable instructions and cause the system to perform the method of claim 12 .