SYSTEM AND/OR METHOD FOR PEDESTRIAN NAVIGATION

• US 20130095849A1
• Filed: 10/11/2012
• Published: 04/18/2013
• Est. Priority Date: 10/11/2011
• Status: Active Grant

• Current Assignee: Qualcomm, Inc.
• Original Assignee: Qualcomm, Inc.
• Inventors: Pakzad, Payam
• Granted Patent: US 8,594,701 B2
• Time in Patent Office: Days
• US Class Current: 455/456.1
• CPC Class Codes: G01S 5/0278 involving statistical or probabilistic considerations G01S5/0252, G01S5/0294 take precedence
• CPC Class Codes: H04W 64/00 Locating users or terminals or network equipment for network management purposes, e.g. mobility management
• CPC Class Codes: H04W 64/003 locating network equipment

Abstract

Disclosed are methods, apparatuses and systems for tracking a location of a mobile device based, at least in part, on measurements over time. In response to measurements, particles in a motion model may be propagated in a first routing graph covering an area. Propagated particles may be indicative of a direction of movement along a second routing graph covering the same area or a larger area in some embodiments.

Claims

1. A method comprising:

identifying particles representing possible states of a mobile device, said possible states including at least possible locations of said mobile device in an area;

determining a target anchor node of a plurality of anchor nodes in a first routing graph connecting a plurality of cells of the area based, at least in part, on measurement signals at the mobile device; and

propagating one or more of said particles subject to edges of a second routing graph connecting nodes within at least one cell of the plurality of cells to represent possible movement of said mobile device based, at least in part, on the determined target anchor node.

2. The method of claim 1, and further comprising receiving said measurement signals from one or more inertial sensors.

3. The method of claim 1, wherein the target cell is adjacent a current cell of the plurality of cells, and further comprising selecting the target cell further based, at least in part, on an estimated speed of movement of said mobile device along said first routing graph.

4. The method of claim 3, and further comprising selecting a previous cell as a subsequent target cell in response to detection that said mobile device has entered an adjacent cell other than said target cell.

5. The method of claim 3, and further comprising selecting a neighboring cell as a new target cell in response to detection that said mobile device has entered said target cell following expiration of a wander timer.

6. The method of claim 1, and further comprising determining a direction from a current cell of the plurality of cells to the target anchor node.

7. The method of claim 6, and further comprising determining likelihoods for transitioning over a plurality of edges of the second routing graph based, at least in part, on the determined direction, wherein the propagating is based, at least in part, on the determined likelihoods.

8. The method of claim 1, wherein said particles are indicative of a likelihood of a motion state of said mobile device including a location of said mobile device along an edge in the second routing graph.

9. The method of claim 1, wherein said first routing graph comprises a reduced routing graph, and wherein at least some of said plurality of anchor nodes are located at opportunities for change of direction.

10. The method of claim 1, wherein at least one of said anchor nodes is located at an intersection of hallways.

11. The method of claim 1, wherein movement along said first routing graph models natural pedestrian movement.

20. The method of claim 1, wherein at least one of said anchor nodes is located at an intersection of hallways.

12. A mobile device comprising:

one or more inertial sensors configured to generate measurement signals in response to movement; and

a processor configured to;

identify particles representing possible states of said mobile device, said possible states including at least possible locations of said mobile device in an area;

determine a target anchor node of a plurality of anchor nodes in a first routing graph connecting a plurality of cells of the area based, at least in part, on the measurement signals; and

propagate one or more of said particles subject to edges of a second routing graph connecting nodes within at least one cell of the plurality of cells to represent possible movement of said mobile device based, at least in part, on the determined target anchor node.

13. The mobile device of claim 12, wherein the target cell is adjacent a current cell of the plurality of cells, wherein the processor is further configured to select the target cell further based, at least in part, on an estimated speed of movement of said mobile device along said first routing graph.

14. The mobile device of claim 13, wherein the processor is further configured to select a previous cell as a subsequent target cell in response to detection that said mobile device has entered an adjacent cell other than said target cell.

15. The mobile device of claim 13, wherein the processor is further configured to select a neighboring cell as a new target cell in response to detection that said mobile device has entered said target cell following expiration of a wander timer.

16. The mobile device of claim 12, wherein the processor is further configured to determine a direction from a current cell of the plurality of cells to the target anchor node.

17. The mobile device of claim 16, wherein the processor is further configured to determine likelihoods for transitioning over a plurality of edges of the second routing graph based, at least in part, on the determined direction, wherein the propagating is based, at least in part, on the determined likelihoods.

18. The mobile device of claim 12, wherein said particles are indicative of a likelihood of a motion state of said mobile device including a location of said mobile device along an edge in the second routing graph.

19. The method of claim 12, wherein said first routing graph comprises a reduced routing graph, and wherein at least some of said plurality of anchor nodes are located at opportunities for change of direction.

21. The mobile device of claim 12, wherein said processor is further to select an adjacent target cell based, at least in part, on an estimated speed of movement of said mobile device along said second routing graph.

22. The mobile device of claim 21, wherein said processor is further configured to select a previous cell as a subsequent target cell in response to detection that said mobile device has entered an adjacent cell other than said adjacent target cell.

23. The mobile device of claim 21, wherein said processor is further configured to select a neighboring cell as a new target cell in response to detection that said mobile device has entered said adjacent target cell following expiration of a wander timer.

24. The mobile device of claim 12, wherein said processor is further to select an adjacent target cell based, at least in part, on said determined direction of movement along said second routing graph.

25. a non-transitory storage medium comprising machine-readable instructions stored thereon which are executable by a special purpose computing apparatus to:

identify particles representing possible states of a mobile device, said possible states including at least possible locations of said mobile device in an area;

determine a target anchor node of a plurality of anchor nodes in a first routing graph connecting a plurality of cells of the area based, at least in part, on measurement signals at the mobile device; and

propagate one or more of said particles subject to edges of a second routing graph connecting nodes within at least one cell of the plurality of cells to represent possible movement of said mobile device based, at least in part, on the determined target anchor node.

26. A apparatus comprising:

means for identifying particles representing possible states of a mobile device, said possible states including at least possible locations of said mobile device in an area;

means for determining a target anchor node of a plurality of anchor nodes in a first routing graph connecting a plurality of cells of the area based, at least in part, on measurement signals at the mobile device; and

means for propagating one or more of said particles subject to edges of a second routing graph connecting nodes within at least one cell of the plurality of cells to represent possible movement of said mobile device based, at least in part, on the determined target anchor node.

27. The apparatus of claim 26, and further comprising means for receiving said measurement signals from one or more inertial sensors.

28. The apparatus of claim 26, wherein the target cell is adjacent a current cell of the plurality of cells, and further comprising means for selecting the target cell further based, at least in part, on an estimated speed of movement of said mobile device along said first routing graph.

29. The apparatus of claim 28, and further comprising means for selecting a previous cell as a subsequent target cell in response to detection that said mobile device has entered an adjacent cell other than said target cell.

30. The apparatus of claim 28, and further comprising means for selecting a neighboring cell as a new target cell in response to detection that said mobile device has entered said target cell following expiration of a wander timer.

31. The apparatus of claim 26, and further comprising means for determining a direction from a current cell of the plurality of cells to the target anchor node.

32. The apparatus of claim 31, and further comprising means for determining likelihoods for transitioning over a plurality of edges of the second routing graph based, at least in part, on the determined direction, wherein the propagating is based, at least in part, on the determined likelihoods.

33. The apparatus of claim 26, wherein said particles are indicative of a likelihood of a motion state of said mobile device including a location of said mobile device along an edge in the second routing graph.

34. The apparatus of claim 26, wherein said first routing graph comprises a reduced routing graph, and wherein at least some of said plurality of anchor nodes are located at opportunities for change of direction.

35. The apparatus of claim 26, wherein at least one of said anchor nodes is located at an intersection of hallways.