Method and apparatus for sensing based on route bias
An approach is provided for sensing based on route bias. The goal processor processes and/or facilitates a processing of one or more geo-routes, one or more location anchors, or a combination thereof associated with one or more devices to determine proximity information of the one or more devices to one or more sensing goals. The goal processor causes, at least in part, a selection of at least a subset of the one or more devices to participate in the one or more sensing goals based, at least in part, on the proximity information.
1. A method comprising:
processing by a processor one or more predicted geo-routes, one or more predicted location anchors, or a combination thereof physically associated with a user of one or more devices to determine proximity information of the one or more devices to one or more sensing goals;
determining a degree of biasing to apply to the one or more predicted geo-routes, the one or more predicted location anchors, or a combination thereof to direct the user to physically move the one or more devices near or at one or more points of interest in order to capture sensor data based, at least in part, on the one or more sensing goals; and
selecting at least a subset of the one or more devices to participate in the one or more sensing goals based, at least in part, on the proximity information, the degree of biasing, or a combination thereof.
2. A method of claim 1 , further comprising:
causing, at least in part, capturing of the sensor data by the at least a subset based at least in part, on the proximity information, the degree of biasing, or a combination thereof,
wherein the one or more predicted location anchors are determined based on one or more user past locations, one or more user routine locations, or a combination thereof, and
wherein the one or more predicted geo-routes are determined based on one or more user past routes, one or more user routine routes, one or more user planned routes, or a combination thereof.
3. A method of claim 1 , further comprising:
causing, at least in part, a segmentation of the one or more sensing goals into one or more sub-goals; and
causing, at least in part, an assignment of the one or more sub-goals to the at least a subset of the one or more devices based, at least in part, on the proximity information,
wherein the one or more sensing goals include capturing sensor data of the one or more points of interest, at one or more timings, of one or more events, or a combination thereof, and
the degree of biasing is determined based on one or more deviations of the one or more devices from the one or more predicted geo-routes, the one or more predicted location anchors, or a combination thereof, to be near or at one or more points of interest.
4. A method of claim 3 , further comprising:
determining one or more sensing specifications of the one or more sensing goals, the one or more sub-goals, or a combination thereof, associated with the one or more timings; and
causing, at least in part, a transmission of the one or more sensing specifications to the at least a subset of the one or more devices,
wherein the degree of biasing is determined further based on one or more deviations of the one or more timings from one or more user routine timings associated with the one or more predicted geo-routes, the one or more predicted location anchors, or a combination thereof.
5. A method of claim 3 , further comprising:
processing one or more completion reports of the one or more sensing goals, the one or more sub-goals, or a combination to cause, at least in part, an updating of the one or more sensing goals, the one or more sub-goals, the assignment, the selection of the at least a subset of the one or more devices, or a combination thereof,
wherein the one or more sensing goals include capturing sensor data at a time variant basis.
6. A method of claim 1 , further comprising:
determining navigation guidance information to cause, at least in part, a biasing of the one or more predicted geo-routes, the one or more predicted location anchors, or a combination thereof,
wherein the navigation guidance information directs the at least a subset of the one or more devices to be physically moved to capture the sensor data based, at least in part, on the one or more sensing goals.
7. A method of claim 1 , further comprising:
causing, at least in part, a generation of one or more requests to participate in the one or more sensing goals; and
causing, at least in part, a transmission of the one or more requests to the one or more devices, the at least a subset of the one or more devices, or a combination thereof based, at least in part, on the proximity information.
8. A method of claim 1 , further comprising:
determining contextual information, user preference information, or a combination thereof associated with the user, the one or more devices, or a combination thereof,
wherein the selection of the at least a subset is further based, at least in part, on the contextual information, the user preference information, or a combination thereof.
9. A method of claim 1 , further comprising:
determining the one or more predicted geo-routes, the one or more predicted location anchors, or a combination thereof based, at least in part, on historical user information, predicted user information, or a combination thereof.
10. A method of claim 1 , wherein the proximity information includes, at least in part, location proximity information, temporal proximity information, contextual proximity information, or a combination thereof, and
the one or more predicted geo-routes include one or more user routine routes, one or more user current routes, or a combination thereof.
11. An apparatus comprising:
at least one processor; and
at least one memory including computer program code,
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,
process and/or facilitate a processing of one or more predicted geo-routes, one or more predicted location anchors, or a combination thereof physically associated with a user of one or more devices to determine proximity information of the one or more devices to one or more sensing goals;
determine a degree of biasing to apply to the one or more predicted geo-routes, the one or more predicted location anchors, or a combination thereof to direct the user to physically move the one or more devices near or at one or more points of interest in order to capture sensor data based, at least in part, on the one or more sensing goals; and
cause, at least in part, a selection of at least a subset of the one or more devices to participate in the one or more sensing goals based, at least in part, on the proximity information, the degree of biasing, or a combination thereof.
12. An apparatus of claim 11 , wherein the apparatus is further caused to:
cause, at least in part, a segmentation of the one or more sensing goals into one or more sub-goals; and
cause, at least in part, an assignment of the one or more sub-goals to the at least a subset of the one or more devices based, at least in part, on the proximity information.
13. An apparatus of claim 12 , wherein the apparatus is further caused to:
determine one or more sensing specifications associated with the one or more sensing goals, the one or more sub-goals, or a combination thereof; and
cause, at least in part, a transmission of the one or more sensing specifications to the at least a subset of the one or more devices.
14. An apparatus of claim 12 , wherein the apparatus is further caused to:
process and/or facilitate a processing of one or more completion reports of the one or more sensing goals, the one or more sub-goals, or a combination to cause, at least in part, an updating of the one or more sensing goals, the one or more sub-goals, the assignment, the selection of the at least a subset of the one or more devices, or a combination thereof.
15. An apparatus of claim 11 , wherein the apparatus is further caused to:
determine navigation guidance information to cause, at least in part, a biasing of the one or more predicted geo-routes, the one or more predicted location anchors, or a combination thereof,
wherein the navigation guidance information directs the at least a subset of the one or more devices to be physically moved to capture the sensor data based, at least in part, on the one or more sensing goals.
16. An apparatus of claim 11 , wherein the apparatus is further caused to:
cause, at least in part, a generation of one or more requests to participate in the one or more sensing goals; and
cause, at least in part, a transmission of the one or more requests to the one or more devices, the at least a subset of the one or more devices, or a combination thereof based, at least in part, on the proximity information.
17. An apparatus of claim 11 , wherein the apparatus is further caused to:
determine contextual information, user preference information, or a combination thereof associated with the one or more devices,
wherein the selection of the at least a subset is further based, at least in part, on the contextual information, the user preference information, or a combination thereof.
18. An apparatus of claim 11 , wherein the apparatus is further caused to:
determine the one or more predicted geo-routes, the one or more predicted location anchors, or a combination thereof based, at least in part, on historical user information, predicted user information, or a combination thereof.
19. An apparatus of claim 11 , wherein the proximity information includes, at least in part, location proximity information, temporal proximity information, contextual proximity information, or a combination thereof.