Multi-receiver satellite-based location estimation refinement
A central location system provides an end-to-end high-accuracy positioning solution that provides navigation, geo-tagging, and general positioning data to receivers. The central location system does this by providing a cloud correction service and a robust positioning engine. For example, the central location system may provide single-frequency receivers with corrections for atmospheric delays and multipath throughout different geographic regions. The central location system computes corrections by leveraging location data from dual-frequency receivers. The central location system may also increase ionospheric delay coverage of portions of a geographic region. With increased ionospheric delay coverage, receivers can compute better location estimates. The central location system may also compute refined location estimates of single-frequency receivers and/or dual-frequency receivers for receivers with limited access to signals transmitted from satellites. The central location system may do this by estimating a receiver's location with respect to the location estimates of other receivers.
1. A method comprising:
identifying, by a central location system, a first receiver receiving signals from two satellites within a geographic region;
determining, by the central location system, an estimate of the location of the first receiver based on signals received from the two satellites;
identifying, by the central location system, additional receivers in the geographic region receiving signals from the two satellites and at least one additional satellite,
wherein each of the additional receivers receives signals from a greater number of satellites than does the first receiver;
receiving location data identifying a location of each of the additional receivers;
computing, by the central location system, an updated location of the first receiver,
wherein computing the updated location comprises comparing the signals received by the first receiver or the estimate of the location of the first receiver to the location data of the additional receivers; and
providing the updated location to the first receiver.
2. The method of claim 1 , wherein the additional receivers comprise four additional receivers.
3. The method of claim 1 , wherein computing the updated location of the first receiver further comprises performing a least squares regression operation on the locations of the additional receivers.
4. The method of claim 1 , wherein computing the updated location of the first receiver comprises performing double difference operations on the estimate of the location of the first receiver and the locations of the additional receivers.
5. The method of claim 1 , wherein computing the updated location of the first receiver comprises performing double difference operations on a location of the additional receivers and locations of the two satellites.
6. The method of claim 1 , wherein computing the updated location of the first receiver is based on one or more of: a relative distance between the first receiver and each of the additional receivers, a line of sight distance between each of the additional receivers and each satellite, and the estimate of the location of the first receiver.
7. The method of claim 1 , wherein computing the updated location of the first receiver further comprises performing a differential regression operation using a Jacobian representative of the estimate of the first receiver's location.
8. The method of claim 1 , wherein identifying the first receiver comprises receiving a request from the first receiver for the updated location of the first receiver.
9. The method of claim 1 , wherein identifying the additional receivers further comprises:
receiving the estimate of the location of the first receiver;
identifying a set of candidate additional receivers within a threshold distance of the received estimate of the location; and
identifying a subset of the set of candidate additional receivers that receive signals from the two satellites.
10. The method of claim 1 , wherein computing the updated location further comprises performing double difference operations.
11. A non-transitory computer-readable storage medium containing computer program code that, when executed by a hardware processor, causes the hardware processor to perform steps comprising:
identifying, by a central location system, a first receiver receiving signals from two satellites within a geographic region;
determining, by the central location system, an estimate of the location of the first receiver based on signals received from the two satellites;
identifying, by the central location system, additional receivers in the geographic region receiving signals from the two satellites and at least one additional satellite,
wherein each of the additional receivers receives signals from a greater number of satellites than does the first receiver;
receiving location data identifying a location of each of the additional receivers;
computing, by the central location system, an updated location of the first receiver,
wherein computing the updated location comprises comparing the signals received by the first receiver or the estimate of the location of the first receiver to the location data of the additional receivers; and
providing the updated location to the first receiver.
12. The non-transitory computer-readable storage medium of claim 11 , wherein identifying the additional receivers further comprises:
receiving the estimate of the location of the first receiver;
identifying a set of candidate additional receivers within a threshold distance of the received estimate of the location; and
identifying a subset of the set of candidate additional receivers that receive signals from the two satellites.
13. The non-transitory computer-readable storage medium of claim 11 , wherein the additional receivers comprise four additional receivers.
14. The non-transitory computer-readable storage medium of claim 11 , wherein computing the updated location of the first receiver comprises performing a least squares regression operation on the locations of the additional receivers.
15. The non-transitory computer-readable storage medium of claim 11 , wherein computing the updated location of the first receiver comprises performing double difference operations on the estimate of the location of the first receiver and the locations of the additional receivers.
16. The non-transitory computer-readable storage medium of claim 11 , wherein computing the updated location of the first receiver comprises performing double difference operations on a location of the additional receivers and locations of the two satellites.
17. The non-transitory computer-readable storage medium of claim 11 , wherein computing the updated location further comprises performing double difference operations.
18. The non-transitory computer-readable storage medium of claim 11 , wherein the first receiver receives signals from only the two satellites, and at least one of the additional receivers receives signals from at least four satellites including the two satellites.
19. The non-transitory computer-readable storage medium of claim 18 , wherein the location data identifying the location of each of the additional receivers is based on the signals from the greater number of satellites.
20. A system comprising:
a hardware processor; and
a non-transitory computer-readable medium containing instructions that, when executed by the hardware processor, cause the hardware processor to:
identify, by a central location system, a first receiver receiving signals from two satellites within a geographic region;
determine, by the central location system, an estimate of the location of the first receiver based on signals received from the two satellites;
identify, by the central location system, additional receivers in the geographic region receiving signals from the two satellites and at least one additional satellite,
wherein each of the additional receivers receives signals from a greater number of satellites than does the first receiver;
receive location data identifying a location of each of the additional receivers;
compute an updated location of the first receiver,
wherein computing the updated location comprises comparing the signals received by the first receiver or the estimate of the location of the first receiver to the location data of the additional receivers; and
provide the updated location to the first receiver.
21. The system of claim 20 , wherein identifying the additional receivers further comprises:
receiving the estimate of the location of the first receiver;
identifying a set of candidate additional receivers within a threshold distance of the received estimate of the location; and
identifying a subset of the set of candidate additional receivers that receive signals from the two satellites.
22. The system of claim 20 , wherein computing the updated location of the first receiver comprises performing double difference operations on a location of the additional receivers and locations of the two satellites.
23. The system of claim 20 , wherein computing the updated location of the first receiver is based on one or more of: a relative distance between the first receiver and each of the additional receivers, a line of sight distance between each of the additional receivers and each satellite, and the estimate of the location of the first receiver.
24. The system of claim 20 , wherein computing the updated location further comprises performing double difference operations.
25. A method comprising:
identifying, by a central location system, a first receiver receiving signals from a satellite within a geographic region;
determining, by the central location system, an estimate of the location of the first receiver based on signals received from the satellite;
identifying, by the central location system, additional receivers in the geographic region receiving signals from the satellite and at least one additional satellite,
wherein each of the additional receivers receives signals from a greater number of satellites than does the first receiver;
receiving location data identifying a location of each of the additional receivers;
computing, by the central location system, an updated location of the first receiver,
wherein computing the updated location comprises comparing the signals received by the first receiver or the estimate of the location of the first receiver to the location data of the additional receivers; and
providing the updated location to the first receiver.
26. The method of claim 25 , wherein computing the updated location further comprises performing double difference operations.