Fast recovery from incorrect carrier phase integer locking

• US 10,274,607 B2
• Filed: 09/13/2016
• Issued: 04/30/2019
• Est. Priority Date: 09/13/2016
• Status: Active Grant

• Current Assignee: Qualcomm, Inc.
• Original Assignee: Qualcomm, Inc.
• Inventors: Niesen, Urs, Garin, Lionel Jacques, Jose, Jubin
• Primary Examiner(s): Liu, Harry K
• Application Number:
  US15/264,460
• Publication Number:
  US 20180074211A1
• Time in Patent Office: 959 Days
• Field of Search: 34235727
• CPC Class Codes: G01S 19/23 Testing, monitoring, correcting or calibrating of receiver elements
• CPC Class Codes: G01S 19/426 by combining or switching between position solutions or signals derived from different modes of operation in a single system
• CPC Class Codes: G01S 19/44 Carrier phase ambiguity resolution; Floating ambiguity; LAMBDA [Least-squares AMBiguity Decorrelation Adjustment] method

Abstract

Determining a position of a device using a signal received from a reference emitter includes: receiving the signal; determining a state of a first filter, the state of the first filter including a first carrier phase ambiguity estimate that includes a floating value; determining a state of a second filter, the state of the second filter including a second carrier phase ambiguity estimate that includes a fixed value; determining whether the state of the second filter is consistent with one other filter state or measurement; maintaining the state of the second filter in response to the device determining that the state of the second filter is consistent with the other filter state; changing the state of the second filter to the state of the first filter in response to the device determining that the state of the second filter is not consistent with the other filter state.

Claims

1. A method of determining a position of a device using a signal received from a reference emitter, the method comprising:

receiving, with a receiver of the device, the signal from the reference emitter;

determining a state of a first filter of the receiver based on the signal, wherein the state of the first filter includes a first carrier phase ambiguity estimate comprising a floating value;

determining a state of a second filter of the receiver based on the signal, wherein the state of the second filter includes a second carrier phase ambiguity estimate comprising a fixed value;

determining whether the state of the second filter is consistent with at least one of the state of the first filter and a previous state of the second filter, wherein determining whether the state of the second filter is consistent with the state of the first filter comprises determining whether an estimate from the state of the second filter is consistent with a variance of an estimate from the state of the first filter, and wherein determining whether the state of the second filter is consistent with the previous state of the second filter comprises determining whether a measurement prediction residual based on a current measurement is consistent with a measurement prediction residual determined in the previous state of the second filter;

maintaining the state of the second filter in response to the device determining that the state of the second filter is consistent with the at least one of the state of the first filter and the previous state of the second filter;

changing the state of the second filter to the state of the first filter in response to the device determining that the state of the second filter is not consistent with the at least one of the state of the first filter and the previous state of the second filter; and

determining the position of the device based on the state of the second filter.

2. The method of claim 1, wherein the first filter is a first Kalman filter and the second filter is a second Kalman filter.

3. The method of claim 1, further comprising fixing the second carrier phase ambiguity estimate by setting a covariance matrix term associated with the second carrier phase ambiguity estimate to be equal to or approximately equal to zero.

4. The method of claim 1, wherein the reference emitter is a satellite.

5. A device for determining a position of the device using a signal received from a reference emitter, the device comprising:

a wireless receiver for wirelessly receiving the signal from the reference emitter; and

a processor, communicatively coupled to the wireless receiver, configured to;

determine a state of a first filter based on the signal, wherein the state of the first filter includes a first carrier phase ambiguity estimate comprising a floating value;

determine a state of a second filter based on the signal, wherein the state of the second filter includes a second carrier phase ambiguity estimate comprising a fixed value;

determine whether the state of the second filter is consistent with at least one of the state of the first filter and a previous state of the second filter, wherein determining whether the state of the second filter is consistent with the state of the first filter comprises determining whether an estimate from the state of the second filter is consistent with a variance of an estimate from the state of the first filter, and wherein determining whether the state of the second filter is consistent with the previous state of the second filter comprises determining whether a measurement prediction residual based on a current measurement is consistent with a measurement prediction residual determined in the previous state of the second filter;

maintain the state of the second filter in response to the processor determining that the state of the second filter is consistent with the at least one of the state of the first filter and the previous state of the second filter;

change the state of the second filter to the state of the first filter in response to the processor determining that the state of the second filter is not consistent with the at least one of the state of the first filter and the previous state of the second filter; and

determine the position of the device based on the state of the second filter.

6. The device of claim 5, wherein the first filter is a first Kalman filter and the second filter is a second Kalman filter.

7. The device of claim 5, wherein the processor is configured to fix the second carrier phase ambiguity estimate by setting a covariance matrix term associated with the second carrier phase ambiguity estimate to be equal to or approximately equal to zero.

8. A device for determining a position of the device using a signal received from a reference emitter, the device comprising:

receiving means for wirelessly receiving the signal from the reference emitter;

first filtering means for determining a first state based on the signal, wherein the first state includes a first carrier phase ambiguity estimate comprising a floating value;

second filtering means for determining a second state based on the signal, wherein the second state includes a second carrier phase ambiguity estimate comprising a fixed value;

determining means for determining whether the second state is consistent with at least one of the first state of the first filtering means and a previous state of the second filtering means, wherein the determining means comprises means for wherein determining whether the second state of the second filtering means is consistent with the first state of the first filtering means comprises determining whether an estimate from the state of the second filter is consistent with a variance of an estimate from the state of the first filter, and wherein the determining means comprises means for determining whether a measurement prediction residual based on a current measurement is consistent with a measurement prediction residual determined in the previous state of the second filtering means;

maintaining means for maintaining the second state in response to the device determining that the second state is consistent with the at least one of the first state of the first filtering means and the previous state of the second filtering means;

changing means for changing the second state to the first state in response to the device determining that the second state is not consistent with the at least one of the first state of the first filtering means and the previous state of the second filtering means; and

positioning means for determining the position of the device based on the second state.

9. The device of claim 8, wherein the first filtering means comprises a first Kalman filter and the second filtering means comprises a second Kalman filter.

10. The device of claim 8, wherein the second filtering means comprises fixing means for setting a covariance matrix term associated with the second carrier phase ambiguity estimate to be equal to or approximately equal to zero.

11. A non-transitory processor-readable storage medium comprising processor-readable instructions configured to cause a processor of a device to:

receive a signal from a reference emitter;

determine a state of a first filter based on the signal, wherein the state of the first filter includes a first carrier phase ambiguity estimate comprising a floating value;

determine a state of a second filter based on the signal, wherein the state of the second filter includes a second carrier phase ambiguity estimate comprising a fixed value;

determine whether the state of the second filter is consistent with at least one of the state of the first filter and a previous state of the second filter, wherein the instructions configured to cause the processor to determine whether the state of the second filter is consistent with the state of the first filter comprise instructions configured to cause the processor to determine whether an estimate from the state of the second filter is consistent with a variance of an estimate from the state of the first filter, and wherein the instructions configured to cause the processor to determine whether the state of the second filter is consistent with the previous state of the second filter comprise instructions configured to cause the processor to determine whether a measurement prediction residual based on a current measurement is consistent with a measurement prediction residual determined in the previous state of the second filter;

maintain the state of the second filter in response to the device determining that the state of the second filter is consistent with the at least one;

change the state of the second filter to the state of the first filter in response to the device determining that the state of the second filter is not consistent with the at least one or the measurement; and

determine a position of the device based on the state of the second filter.

12. The non-transitory processor-readable storage medium of claim 11, wherein the first filter is a first Kalman filter and the second filter is a second Kalman filter.

13. The non-transitory processor-readable storage medium of claim 11, further comprising instructions configured to cause the processor of the device to fix the second carrier phase ambiguity estimate by setting a covariance matrix term associated with the second carrier phase ambiguity estimate to be equal to or approximately equal to zero.

14. The non-transitory processor-readable storage medium of claim 11, wherein the reference emitter is a satellite.