System and method for determining the location of a station in a wireless environment

• US 9,756,508 B2
• Filed: 06/09/2015
• Issued: 09/05/2017
• Est. Priority Date: 09/23/2011
• Status: Active Grant

• Current Assignee: Cambium Networks Limited (Cambium Networks Corporation)
• Original Assignee: Xirrus Incorporated
• Inventors: Hand, Alan Jeffrey, Mathews, James Kirk
• Primary Examiner(s): Iqbal, Khawar
• Application Number:
  US14/734,805
• Publication Number:
  US 20160127917A1
• Time in Patent Office: 819 Days
• Field of Search: 4554561-4566, 455 6711, 455 412, 455446
• CPC Class Codes: H04B 17/318 Received signal strength
• CPC Class Codes: H04L 41/142 using statistical or mathematical methods
• CPC Class Codes: H04W 16/24 Cell structures
• CPC Class Codes: H04W 24/00 Supervisory, monitoring or testing arrangements
• CPC Class Codes: H04W 24/08 Testing, supervising or monitoring using real traffic
• CPC Class Codes: H04W 64/003 locating network equipment

Abstract

A system for quantifying the shadow fading observed in a wireless environment having multiple wireless access points is also provided. A distance determination module is in signal communication with the wireless access points. The distance determination module determines a distance between a pair of the wireless access points based on location information that relates to the locations of the wireless access points at the wireless environment. A shadow fading determination module is also in signal communication with the wireless access points. The shadow fading determination module determines a shadow fading factor based on the distance between a pair of the wireless access points and based on RSS information received from one of the wireless access points in the pair of wireless access points.

Claims

1. A computer-implemented method of quantifying the shadow fading observed in a wireless environment having a plurality of wireless access points comprising:

receiving location information relating to respective locations of the plurality of wireless access points in the wireless environment;

selecting a plurality of transceiver pairings from the plurality of wireless access points;

determining, based on the location information, a distance between individual wireless access points associated with the transceiver pairings to obtain a plurality of distances;

causing at least one wireless signal to be transmitted between each of the plurality of transceiver pairings;

determining a plurality of shadow fading factors based on the plurality of distances and received signal strength (RSS) information respectively associated with the at least one wireless signal transmitted between each of the plurality of transceiver pairings; and

determining an average shadow fading factor based on the plurality of shadow fading factors.

2. The computer-implemented method of claim 1 wherein:

the plurality of shadow fading factors are determined using a path loss model and an RSS model.

3. The computer-implemented method of claim 2 wherein:

the path loss model is expressed as PL=PLret+10 log(Dn)+S; and

the RSS model is expressed as RXpwr=TXpwr−

LTX+GTX−

PL−

LRX+GRX.

4. The computer-implemented method of claim 2 further comprising:

displaying a map of the wireless environment; and

receiving the location information as user input wherein the user input relates to positions on the map and wherein the positions on the map correspond to the respective locations of the plurality of wireless access points at the wireless environment.

5. A system for quantifying the shadow fading observed in a wireless environment having a plurality of wireless access points comprising:

a distance determination module in signal communication with the plurality of wireless access points, the distance determination module

selects a plurality of transceiver pairings from the plurality of wireless access points, and

determines, based on location information that relates to respective locations of the plurality of wireless access points in the wireless environment, a distance between individual wireless access points associated with the transceiver pairings to obtain a plurality of distances; and

a shadow fading determination module in signal communication with the plurality of wireless access points, the shadow fading determination module

causes at least one wireless signal to be transmitted between each of the plurality of transceiver pairings,

determines a plurality of shadow fading factors based on the plurality of distances and based on received signal strength (RSS) information respectively associated with the at least one wireless signal transmitted between each of plurality of transceiver pairings, and

determines an average shadow fading factor based on the plurality of shadow fading factors.

6. The system of claim 5 wherein:

the shadow fading determination module determines the plurality of shadow fading factors using a path loss model and an RSS model.

7. The system of claim 6 wherein:

the path loss model is expressed as PL=PLret+10 log(Dn)+S; and

the RSS model is expressed as RXpwr=TXpwr−

LTX+GTX−

PL−

LRX+GRX.

8. The system of claim 6 further comprising an interface module that displays a map of the wireless environment and receives the location information as user input wherein the user input relates to positions on the map and wherein the positions on the map correspond to the respective locations of the plurality of wireless access points at the wireless environment.

9. A computer-implemented method of localizing a station in a wireless environment having a plurality of wireless access points comprising:

receiving location information relating to respective locations of the plurality of wireless access points in the wireless environment;

selecting a plurality of transceiver pairings from the plurality of wireless access points;

determining, based on the location information, a distance between individual wireless access points associated with the transceiver pairings to obtain a first plurality of distances;

causing at least one wireless signal to be transmitted between each of the plurality of transceiver pairings;

determining a plurality of shadow fading factors based on the first plurality of distances and received signal strength (RSS) information respectively associated with the at least one wireless signal transmitted between each of the plurality of transceiver pairings; and

determining an average shadow fading factor based on the plurality of shadow fading factors;

determining a second plurality of distances between the station and individual wireless access points in the plurality of wireless access points based on the average shadow fading factor for the wireless environment and based on RSS information received from the individual wireless access points;

identifying a sub-region in the wireless environment that the station is located in based on the second plurality of distances; and

identifying a location associated with the sub-region that corresponds to an approximate location of the station in the wireless environment.

10. The computer-implemented method of claim 9 wherein:

individual distances in the second plurality of distances are determined using a path loss model and an RSS model.

11. The computer-implemented method of claim 10 wherein:

the path loss model is expressed as PL=PLret+10 log(Dn)+S; and

the RSS model is expressed as RXpwr=TXpwr−

LTX+GTX−

PL−

LRX+GRX.

12. The computer-implemented method of claim 10 wherein:

the group of wireless access points includes at least three wireless access points;

identifying a sub-region in the wireless environment that the station is located in includes

identifying respective circular regions for the individual wireless access points wherein respective radii of the circular regions respectively correspond to the individual distances in the second plurality of distances and wherein centers of the circular regions respectively correspond to locations of the individual wireless access points at the wireless environment, and

identifying an overlapping region corresponding to an intersection of the circular regions; and

identifying a location associated with the sub-region that corresponds to an approximate location of the station in the wireless environment includes

determining a center of the overlapping region, and

identifying the center of the overlapping region as the location that corresponds to the approximate location of the station at the wireless environment.

13. The computer-implemented method of claim 10 wherein:

the group of wireless access points includes two wireless access points, the wireless access points each having a plurality of transceivers and a magnetometer that determines a spatial orientation of the wireless access point;

the second plurality of distances between the station and the individual wireless access points includes distances between the station and individual transceivers in the plurality of transceivers; and

identifying a sub-region in the wireless environment that the station is located in includes

identifying a plurality of triangular sub-regions of the wireless environment based on respective spatial orientations of the individual transceivers and the respective distances between the station and the individual transceivers, and

determining that one of the triangular sub-regions in the plurality of triangular sub-regions is the sub-region in the wireless environment that the station is located in.

14. The computer-implemented method of claim 13 wherein:

individual triangular sub-regions in the plurality of triangular sub-regions have vertices corresponding to a set of three coordinates in the wireless environment; and

individual coordinates in the set of coordinates correspond to a spatial orientation of one of the transceivers and a distance between the station and the transceiver.

15. The computer-implemented method of claim 13 wherein:

determining that one of the triangular sub-regions in the plurality of triangular subregions is the sub-region in the wireless environment that the station is located in includes

determining respective areas for individual triangular sub-regions in the plurality of triangular sub-regions,

identifying a triangular sub-region in the plurality of triangular sub-regions having the smallest area, and

determining that the triangular sub-region having the smallest area is the triangular sub-region the station is located in.

16. The computer-implemented method of claim 15 wherein identifying a location associated with the sub-region that corresponds to an approximate location of the station in the wireless environment includes:

determining a center of the triangular sub-region the station is located in; and

identifying the center of the triangular sub-region the station is located in as the location that corresponds to the approximate location of the station in the wireless environment.

17. The computer-implemented method of claim 16 wherein the center of the triangular sub-region the station is located in is the circumcenter.

18. The computer-implemented method of claim 13 further comprising determining the respective spatial orientations of the individual transceivers in the individual wireless arrays based on orientation information received from the individual wireless arrays.

19. A system for localizing a station in a wireless environment having a plurality of wireless access points comprising:

a first distance determination module in signal communication with the plurality of wireless access points, the distance determination module

selects a plurality of transceiver pairings from the plurality of wireless access points, and

determines, based on location information that relates to respective locations of the plurality of wireless access points in the wireless environment, a distance between individual wireless access points associated with the transceiver pairings to obtain a first plurality of distances; and

a shadow fading determination module in signal communication with the plurality of wireless access points, the shadow fading determination module

causes at least one wireless signal to be transmitted between each of the plurality of transceiver pairings,

determines a plurality of shadow fading factors based on the first plurality of distances and based on received signal strength (RSS) information respectively associated with the at least one wireless signal transmitted between each of plurality of transceiver pairings, and

determines an average shadow fading factor based on the plurality of shadow fading factors;

a second distance determination module that determines a second plurality of distances between the station and individual wireless access points in the plurality of wireless access points based on the shadow fading factor for the wireless environment and based on RSS information received from individual wireless access points in the plurality of access points; and

a localization module that identifies a sub-region in the wireless environment that the station is located in based on the second plurality of distances and identifies a location associated with the sub-region that corresponds to an approximate location of the station in the wireless environment.

20. The system of claim 19 wherein:

individual distances in the second plurality of distances are determined using a path loss model and an RSS model.

21. The system of claim 20 wherein:

the path loss model is expressed as PL=PLret+10 log(Dn)+S; and

the RSS model is expressed as RXpwr=TXpwr−

LTX+GTX−

PL−

LRX+GRX.

22. The system of claim 21 wherein:

the group of wireless access points includes two wireless access points, the wireless access points each having a plurality of transceivers and a magnetometer that determines a spatial orientation the wireless access points;

the second distance determination module determines the second plurality of distances between the station and individual transceivers in the plurality of transceivers based on the RSS information and the shadow fading factor;

the localization module identifies a plurality of triangular sub-regions of the wireless environment based on respective spatial orientations of the individual transceivers and the respective distances between the station and the individual transceivers; and

the localization module determines that one of the triangular sub-regions in the plurality of triangular sub-regions is the sub-region in the wireless environment that the station is located in.

23. The system of claim 22 wherein:

individual triangular sub-regions in the plurality of triangular sub-regions have vertices corresponding to a set of three coordinates in the wireless environment; and

individual coordinates in the set of coordinates correspond to a spatial orientation of one of the transceivers and a distance between the station and the transceiver.

24. The system of claim 22 wherein the localization module:

determines respective areas for individual triangular sub-regions III the plurality of triangular sub-regions;

identifies a triangular sub-region in the plurality of triangular sub-regions having the smallest area; and

determines that the triangular sub-region having the smallest area is the triangular sub-region the station is located in.

25. The system of claim 24 wherein the localization module:

determines a center of the triangular sub-region the station is located in; and

identifies the center of the triangular sub-region the station is located in as the location that corresponds to the approximate location of the station in the wireless environment.

26. The system of claim 25 wherein the center of the triangular sub-region the station is located in is the circumcenter.

27. The system of claim 22 wherein the localization module determines the respective spatial orientations of individual transceivers in the plurality of transceivers of the individual wireless arrays based on orientation information received from the individual wireless arrays.

28. The system of claim 20 wherein:

the group of wireless access points includes at least three wireless access points;

the localization module identifies respective circular regions for the individual wireless access points wherein respective radii of the circular regions respectively correspond to the distances between the station and the individual wireless access points and wherein respective centers of the circular regions respectively correspond to locations of the individual wireless access points at the wireless environment;

the localization module identifies an overlapping region corresponding to an intersection of the circular regions;

the localization module determines a center of the overlapping region, and

the localization module identifies the center of the overlapping region as the location that corresponds to the approximate location of the station in the wireless environment.