Method and apparatus for incrementally determining location context

• US 9,313,322 B2
• Filed: 06/19/2015
• Issued: 04/12/2016
• Est. Priority Date: 09/23/2009
• Status: Active Grant

• Current Assignee: WSOU Investments, LLC (WSOU Holdings, LLC)
• Original Assignee: Nokia Technologies Oy (Nokia Corporation)
• Inventors: Ma, Yiming, Racz, David, Hankins, Rich
• Primary Examiner(s): Karikari, Kwasi
• Application Number:
  US14/744,949
• Publication Number:
  US 20150288805A1
• Time in Patent Office: 298 Days
• Field of Search: 455/410
• US Class Current: 1/1
• CPC Class Codes: H04L 67/52 specially adapted for the location of the user terminal
• CPC Class Codes: H04M 1/72457 according to geographic location
• CPC Class Codes: H04W 12/08 Access security
• CPC Class Codes: H04W 4/02 Services making use of location information
• CPC Class Codes: H04W 4/021 Services related to particular areas, e.g. point of interest [POI] services, venue services or geofences
• CPC Class Codes: H04W 4/027 using movement velocity, acceleration information
• CPC Class Codes: H04W 4/029 Location-based management or tracking services
• CPC Class Codes: H04W 4/50 Service provisioning or reconfiguring
• CPC Class Codes: H04W 48/04 based on user or terminal location or mobility data, e.g. moving direction, speed
• CPC Class Codes: H04W 64/00 Locating users or terminals or network equipment for network management purposes, e.g. mobility management

Abstract

Techniques to derive or predict location context for a user of a mobile device include receiving signal data that indicates a set of one or more distinct signal sources from which signals are received at the mobile device for each of multiple different times. The method further comprises determining whether the mobile device is moving outside a specified area at a current time based on the signal data. The method further comprises incrementing a count for a stationary state associated with the set of one or more distinct signal sources at the current time, if the mobile device is determined to be not moving outside the specified area. The method also comprises delivering a service to the mobile device based on the stationary state.

Claims

1. A method comprising:

facilitating access to, including granting access rights for, a user interface configured to receive signal data that indicates a set of one or more distinct signal sources from which signals are received at a mobile device for each of a plurality of different times, and

facilitating access to, including granting access rights for, a user interface that delivers a service to the mobile device based on a stationary state associated with a set of one or more distinct signal sources at a time when the mobile device is determined to be not moving outside a specified area based on the signal data;

wherein delivering the service based on the stationary state further comprises delivering the service based on a transition state associated with a change from a first stationary state to a second stationary state, each stationary state associated with one or more similar sets of one or more distinct signal sources when the mobile device is not moving outside the specified area.

2. A method of claim 1, wherein the transition state is predicted based on a last stationary state before the current time and a time context for the current time and a history of occurrence of the transition state.

3. A method of claim 1, further comprising facilitating access to, including granting access rights for, a user interface configured to add annotations or labels to the transition or stationary state based, at least in part, on mining of user input.

4. A method of claim 1, wherein the first stationary state is identical to the second secondary state.

5. A method of claim 1, wherein the first and the second stationary states belong to a primary set of stationary states, wherein each stationary state in the primary set is associated with a frequently occurred one or more similar sets of one or more distinct signal sources when the mobile device is not moving outside the specified area.

6. A method of claim 1, wherein determining whether the mobile device is moving outside the specified area comprises determining whether a measure of similarity, between a first set of one or more distinct signal sources in a time window ending at the current time and a second set of one or more distinct signal sources in a time window ending at a time earlier than the current time, is below a movement threshold.

7. A method of claim 6, wherein the similarity measure is a cosine-based similarity measure between a first vector and a second vector representing the first and the second set of one more distinct signal sources, respectively.

8. A method of claim 1, wherein the distinct signal sources include one or more types among cellular base station, wireless access point, or global positioning system (GPS).

9. A method of claim 1, wherein delivering the service to the mobile device based on the stationary state is further based, at least in part, on a type of service based on communications by the user during the stationary state.

10. An apparatus comprising:

at least one processor; and

at least one memory including computer program code for one or more programs,

the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to perform at least the following,

facilitate access to, including granting access rights for, a user interface configured to receive signal data that indicates a set of one or more distinct signal sources from which signals are received at a mobile device for each of a plurality of different times, and

facilitate access to, including granting access rights for, a user interface that delivers a service to the mobile device based on a stationary state associated with a set of one or more distinct signal sources at a time when the mobile device is determined to be not moving outside a specified area based on the signal data;

wherein delivering a service based on the stationary state further comprises delivering the service based on a transition state associated with a change from a first stationary state to a second stationary state, each stationary state associated with one or more similar sets of one or more distinct signal sources when the mobile device is not moving outside the specified area.

11. An apparatus of claim 10, wherein the first and the second stationary states belong to a primary set of stationary states, wherein each stationary state in the primary set is associated with a frequently occurred one or more similar sets of one or more distinct signal sources when the mobile device is not moving outside the specified area.

12. An apparatus of claim 10, wherein determining whether the mobile device is moving outside the specified area comprises determining whether a measure of similarity, between a first set of one or more distinct signal sources in a time window ending at the current time and a second set of one or more distinct signal sources in a time window ending at a time earlier than the current time, is below a movement threshold.

13. An apparatus of claim 12, wherein the similarity measure is a cosine-based similarity measure between a first vector and a second vector representing the first and the second set of one more distinct signal sources, respectively.

14. An apparatus of claim 10, wherein the distinct signal sources include one or more types among cellular base station, wireless access point, or global positioning system (GPS).

15. An apparatus of claim 10, wherein delivering the service to the mobile device based on the stationary state is further based, at least in part, on a type of service based on communications by the user during the stationary state.

16. A non-transitory computer-readable storage medium carrying one or more sequences of one or more instructions which, when executed by one or more processors, cause an apparatus to at least perform:

facilitating access to, including granting access rights for, a user interface configured to receive signal data that indicates a set of one or more distinct signal sources from which signals are received at a mobile device for each of a plurality of different times, and

facilitating access to, including granting access rights for, a user interface that delivers a service to the mobile device based on a stationary state associated with a set of one or more distinct signal sources at a time when the mobile device is determined to be not moving outside a specified area based on the signal data;

wherein delivering the service based on the stationary state further comprises delivering the service based on a transition state associated with a change from a first stationary state to a second stationary state, each stationary state associated with one or more similar sets of one or more distinct signal sources when the mobile device is not moving outside the specified area.

17. A non-transitory computer-readable storage medium of claim 16, wherein the transition state is predicted based on a last stationary state before the current time and a time context for the current time and a history of occurrence of the transition state.