Range rate based stopped detection

• US 9,301,096 B2
• Filed: 05/08/2014
• Issued: 03/29/2016
• Est. Priority Date: 05/08/2014
• Status: Active Grant

• Current Assignee: Qualcomm, Inc.
• Original Assignee: Qualcomm, Inc.
• Inventors: Beauregard, Stephen Joseph
• Primary Examiner(s): SHEDRICK, CHARLES TERRELL
• Application Number:
  US14/273,392
• Publication Number:
  US 20150327017A1
• Time in Patent Office: 691 Days
• Field of Search: 455/456.6
• US Class Current: 1/1
• CPC Class Codes: G01S 13/765 with exchange of information between interrogator and responder
• CPC Class Codes: G01S 19/24 Acquisition or tracking or demodulation of signals transmitted by the system synchronisation aspects of direct sequence spread spectrum modulation H04B1/7073
• CPC Class Codes: G01S 5/145 Using a supplementary range measurement, e.g. based on pseudo-range measurements
• CPC Class Codes: H04W 4/023 using mutual or relative location information between multiple location based services [LBS] targets or of distance thresholds
• CPC Class Codes: H04W 88/02 Terminal devices

Abstract

Methods, devices, and systems are described for determining whether a mobile device is in a stopped state based at least in part on round trip time (RTT) measurements between the device and at least one access point. The stopped state determination may be based on RTT measurements alone, or on RTT measurements in combination with other positioning and movement measurements. Further, filtering such as particle and Kalman filtering may be used to improve determination of whether the device is in a stopped state.

Claims

1. A method comprising:

collecting a plurality of round trip time (RTT) measurements between a mobile device and at least one access point (AP);

analyzing the plurality of RTT measurements; and

determining that the mobile device is in a stopped state, including;

analyzing of the plurality of RTT measurements between the mobile device and the at least one AP; and

determining that a change in measured RTT is below a predetermined threshold for a first period of time.

2. The method of claim 1 wherein the plurality of RTT measurements comprise a first plurality of RTT measurements between the mobile device and a first AP and a second plurality of RTT measurements between the mobile device and a second AP.

3. The method of claim 2 wherein determining that the mobile device is in the stopped state comprises independently analyzing the first plurality of RTT measurements and the second plurality of RTT measurements, and determining that the mobile device is in the stopped state if both the first plurality of RTT measurements and the second plurality of RTT measurements independently identify that the mobile device is in the stopped state.

4. The method of claim 1 further comprising collecting movement data from a plurality of data sources;

wherein determining that the mobile device is in the stopped state comprises determining that a threshold number of the plurality of data sources and the plurality of RTT measurements identify the mobile device as in the stopped state.

5. The method of claim 1 wherein determining that the mobile device is in the stopped state further comprises filtering the plurality of RTT measurements between the mobile device and the at least one AP.

6. The method of claim 5 wherein the plurality of RTT measurements are filtered using a free particle filter.

7. The method of claim 1 wherein the determining whether the mobile device is in the stopped state is further based at least in part on at least one global navigation satellite service (GNSS) measurement.

8. The method of claim 1 wherein the determining whether the mobile device is in the stopped state is further based at least in part on received signal strength indication (RSSI) measurements between the mobile device and the at least one AP.

9. The method of claim 8 wherein the determining whether the mobile device is in the stopped state is further based on an analysis of a correlation between the RSSI measurements and the plurality of RTT measurements.

10. The method of claim 9 wherein the determining whether the mobile device is in the stopped state is further based at least in part on sensor data from an accelerometer of the mobile device during a first time period.

11. The method of claim 10 wherein the determining whether the mobile device is in the stopped state is further based on an output of a Kalman filter using the sensor data, the RSSI measurements, and the plurality of RTT measurements.

12. The method of claim 1 wherein determining that the mobile device is in the stopped state comprises determining, based at least in part on the plurality of RTT measurements, that a position of the mobile device remains within a threshold area during a first period of time.

13. The method of claim 12 wherein the threshold area is based at least in part on a known noise value associated with RTT measurements involving the at least one AP.

14. The method of claim 12 wherein the threshold area is associated with a predetermined displacement value.

15. The method of claim 14 wherein the predetermined displacement value is 5 cm.

16. The method of claim 14 wherein the predetermined displacement value is received as a user input at the mobile device;

and

wherein the predetermined displacement value is 5 m.

17. The method of claim 1 further comprising:

initiating collection of the plurality of RTT measurements in response to a signal from a tracking device that is separate from the mobile device.

18. The method of claim 17 further comprising:

receiving, at the tracking device, a request for the stopped state from a position tracking management entity; and

communicating the signal from the tracking device to the mobile device in response to receiving the request for the stopped state.

19. A mobile device comprising:

means for collecting a plurality of round trip time (RTT) measurements between the mobile device and at least one access point (AP);

means for analyzing the plurality of RTT measurements; and

means for determining that the mobile device is in a stopped state, including;

analyzing the plurality of RTT measurements between the mobile device and the at least one AP; and

determining that a change in measured RTT is below a predetermined threshold for a first period of time.

20. The mobile device of claim 19 further comprising:

means for collecting a plurality of movement measurements in addition to the plurality of RTT measurements; and

means for filtering the plurality of RTT measurements and the plurality of movement measurements.

21. The mobile device of claim 20 further comprising:

means for communicating results of the determining that the mobile device is in the stopped state to a user.

22. A mobile device comprising:

a processor;

a wireless transceiver coupled to the processor; and

a memory coupled to the processor and comprising a round trip time (RTT) positioning module which causes the processor to;

collect a plurality of round trip time (RTT) measurements between the mobile device and at least one access point (AP); and

determine that the mobile device is in a stopped state, including;

analyzing the plurality of RTT measurements between the wireless transceiver and the at least one AP; and

determining that a change in measured RTT is below a predetermined threshold for a first period of time.

23. The mobile device of claim 22 further comprising:

a user input module connected to the processor, wherein the RTT positioning module further causes the processor to;

display a user interface on the mobile device; and

accept a user selected threshold via the user interface.

24. The mobile device of claim 23 wherein the RTT positioning module further causes the processor to:

initiate collection of the plurality of RTT measurements in response to a request from an application module for the stopped state.

25. A non-transitory computer-readable instruction medium comprising instructions that, when executed by a processor coupled to the non-transitory computer-readable instruction medium, cause a mobile device comprising the processor to:

collect a plurality of round trip time (RTT) measurements between the mobile device and at least one access point (AP); and

determine that the mobile device is in a stopped state, including;

analyzing the plurality of RTT measurements between the mobile device and the at least one AP; and

determining that a change in measured RTT is below a predetermined threshold for a first period of time.

26. The non-transitory computer-readable instruction medium of claim 25 wherein the instructions further cause the mobile device comprising the processor to:

identify a plurality of APs; and

select the at least one AP from the plurality of APs.

27. The non-transitory computer-readable instruction medium of claim 26 wherein the at least one AP is selected from the plurality of APs based on a signal quality of the at least one AP.

28. The non-transitory computer-readable instruction medium of claim 26 wherein the at least one AP is selected from the plurality of APs based on a position of the at least one AP.

29. The non-transitory computer-readable instruction medium of claim 25 wherein the plurality of RTT measurements between the mobile device and at least one AP are collected without determining a processing delay associated with the AP.