Methods and apparatus for locating mobile devices using wireless signals in mixed mode
View Patent ↗Methods, apparatus, systems and articles of manufacture are disclosed for locating mobile devices using wireless signals in mixed mode. A disclosed method includes generating an access point signal matrix based on signal strength values based on first signal data collected at a mobile device corresponding to first signals received from a plurality of access points for a first period of time, and based on second signal data collected at the plurality of access points corresponding to second signals received from the mobile device and the plurality of access points for a second period of time, determining a first group of contour perimeters corresponding to first ones of the signal strength values in the access point signal matrix that satisfy a first threshold, the first group of contour perimeters including an obstructed contour perimeter corresponding to second ones of the signal strength values in the access point signal matrix that do not satisfy the first threshold, determining a second group of contour perimeters by replacing the obstructed contour perimeter with a corrected contour perimeter, and determining a location of the mobile device based on the second group of contour perimeters including the corrected contour perimeter.
1. An apparatus comprising:
a server; and
a processor to cause the server to:
determine a first group of contour perimeters corresponding to first ones of signal strength values that satisfy a first threshold, the first group of contour perimeters including an obstructed contour perimeter corresponding to second ones of the signal strength values that do not satisfy the first threshold;
determine a second group of contour perimeters by replacing the obstructed contour perimeter with a corrected contour perimeter; and
determine a location of a mobile device based on the second group of contour perimeters including the corrected contour perimeter.
2. The apparatus of claim 1 , wherein the signal strength values are based on: (a) first signal data collected at the mobile device corresponding to first signals received from a plurality of access points for a first period of time, and (b) second signal data collected at the plurality of access points corresponding to second signals received from the mobile device and other ones of the plurality of access points for a second period of time, and the processor further to cause the server to generate an access point signal matrix based on the signal strength values.
3. The apparatus of claim 2 , wherein the first period of time corresponds to the mobile device operating in a receiver mode, the second period of time corresponding to the mobile device operating in a transmitter mode.
4. The apparatus of claim 3 , wherein the processor to cause the server to determine which signal strength values correspond to the transmitter mode and the receiver mode in the access point signal matrix based on first timestamps corresponding to the beginning of each period of time and second timestamps corresponding to the conclusion of each period of time.
5. The apparatus of claim 1 , wherein the processor to cause the server to determine boundary points based on the signal strength values and identify an intersection of the contour perimeters of the second group of contour perimeters, the intersection is the location of the mobile device.
6. A non-transitory computer-readable medium comprising instructions that, when executed, cause a processor to, at least:
determine a first group of contour perimeters corresponding to first ones of signal strength values that satisfy a first threshold, the first group of contour perimeters including an obstructed contour perimeter corresponding to second ones of the signal strength values that do not satisfy the first threshold;
determine a second group of contour perimeters by replacing the obstructed contour perimeter with a corrected contour perimeter; and
determine a location of a mobile device based on the second group of contour perimeters including the corrected contour perimeter.
7. The non-transitory computer readable medium as defined in claim 6 , wherein the signal strength values are based on: (a) first signal data collected at the mobile device corresponding to first signals received from a plurality of access points for a first period of time, and (b) second signal data collected at the plurality of access points corresponding to second signals received from the mobile device and other ones of the plurality of access points for a second period of time, and the instructions, when executed, further cause the processor to generate an access point signal matrix based on the signal strength values.
8. The non-transitory computer readable medium as defined in claim 7 , wherein the instructions, when executed, further cause the processor to remove the second ones of the signal strength values from the access point signal matrix that do not meet the threshold.
9. The non-transitory computer readable medium as defined in claim 7 , wherein the first signal data includes first timestamps, first Service Set Identifiers, and first signal strength values for the plurality of access points, and the second signal data includes second timestamps, second Service Set Identifiers, and second signal strength values for the plurality of access points, and third timestamps and third signal strength values for the mobile device.
10. The non-transitory computer readable medium as defined in claim 7 , wherein the first period of time corresponds to the mobile device operating in a receiver mode, the second period of time corresponding to the mobile device operating in a transmitter mode.
11. The non-transitory computer readable medium as defined in claim 10 , wherein the instructions, when executed, further cause the processor to determine which signal strength values correspond to the transmitter mode and the receiver mode in the access point signal matrix based on first timestamps corresponding to the beginning of each period of time and second timestamps corresponding to the conclusion of each period of time.
12. The non-transitory computer readable medium as defined in claim 6 , wherein the instructions, when executed, further cause the processor to determine the location of the mobile device by determining boundary points based on the signal strength values and determining an intersection of the contour perimeters of the second group of contour perimeters, the intersection is the location of the mobile device.
13. A method comprising:
determining a first group of contour perimeters corresponding to first ones of signal strength values that satisfy a first threshold, the first group of contour perimeters including an obstructed contour perimeter corresponding to second ones of the signal strength values that do not satisfy the first threshold;
determining a second group of contour perimeters by replacing the obstructed contour perimeter with a corrected contour perimeter; and
determining a location of a mobile device based on the second group of contour perimeters including the corrected contour perimeter.
14. The method of claim 13 , wherein the signal strength values are based on: (a) first signal data collected at the mobile device corresponding to first signals received from a plurality of access points for a first period of time, and (b) second signal data collected at the plurality of access points corresponding to second signals received from the mobile device and other ones of the plurality of access points for a second period of time, and further including generating an access point signal matrix based on the signal strength values.
15. The method of claim 14 , further including removing the second ones of the signal strength values from the access point signal matrix that do not meet the threshold.
16. The method of claim 14 , wherein the first signal data includes first timestamps, first Service Set Identifiers, and first signal strength values for the plurality of access points, and the second signal data includes second timestamps, second Service Set Identifiers, and second signal strength values for the plurality of access points, and third timestamps and third signal strength values for the mobile device.
17. The method of claim 14 , wherein the first period of time corresponds to the mobile device operating in a receiver mode, the second period of time corresponding to the mobile device operating in a transmitter mode.
18. The method of claim 17 , wherein the first signal data further includes first timestamps corresponding to the beginning of each period of time and second timestamps corresponding to the conclusion of each period of time to determine which signal strength values correspond to the transmitter mode and the receiver mode in the access point signal matrix.
19. The method of claim 13 , wherein the determining of the first group of the contour perimeters includes identifying boundary points based on the signal strength values.
20. The method of claim 13 , wherein the determining of the location of the mobile device includes determining an intersection of the contour perimeters of the second group of contour perimeters, the intersection is the location of the mobile device.