GPS based location determination using accurately mapped polygonal areas
GPS-based position reporting suffers from probabilistic error. The system and methods discussed herein reduce uncertainty by mapping a geometric figure that encompasses a GPS-based reported location and that bounds corresponding predetermined-as-more-probable true locations (MPTL's) among possible locations for the source of the reported location. The mapped figure is overlaid on a relatively accurate mapping of substantially adjacent polygonal areas. Areas of overlap are used for picking among the areas, the polygonal area most likely to be occupied by the source. In one embodiment, the polygonal areas are closely packed parking spots in a parking lot, garage or other like structure, the source is a customer's mobile phone and an attendant is tasked with quickly delivering ordered goods to the customer's parking spot.
1 . A method comprising:
receiving a signal from a position reporting device, wherein the position reporting device includes a mobile computing device and the signal is based on a GPS signal received by the mobile computing device;
determining, based at least in part on the signal, a reported location;
determining a position of the reported location relative to a map, wherein the map comprises substantially adjacent polygonal areas associated with an establishment;
generating, based at least in part on the position of the reported location and at least one more probable true location (MPTL) representing possible locations for the position reporting device, a geometric figure on the map that encompasses the reported location on the map;
determining a size of the geometric figure based at least in part on noise data associated with the signal;
determining an overlap of the geometric figure with a region of the substantially adjacent polygonal areas;
determining an overlap score based on the overlap between the geometric figure and the region, wherein the overlap score is indicative of the region corresponding to the MPTL; and
determining, based on the overlap score, at least one of:
a first time associated with preparing an ordered good or service; or
a second time associated with expediting delivery of the ordered good or service to a specific location.
2 . The method of claim 1 , further comprising:
filtering candidate locations of the position reporting device based on comparing the overlap score to a threshold overlap score.
3 . The method of claim 1 , further comprising:
determining the reported location based at least in part on at least one of:
velocity information associated with the position reporting device;
acceleration information associated with the position reporting device; or
trajectory information associated with the position reporting device.
4 . The method of claim 1 , wherein the region of the substantially adjacent polygonal areas comprises information indicating whether the region represents a parking space and whether the parking space comprises a special privilege parking space.
5 . The method of claim 1 , wherein:
an attendant assigned to service the establishment is tasked with delivering to that region, pre-specified goods within a pre-specified time duration.
6 . A system comprising:
one or more processors; and
one or more non-transitory computer readable media storing computer executable instructions that, when executed, cause the one or more processors to perform operations comprising:
receiving a signal from a position reporting device, wherein the position reporting device includes a mobile computing device and the signal is based on a GPS signal received by the mobile computing device;
determining, based at least in part on the signal, a reported location;
determining a position of the reported location relative to a map, wherein the map comprises substantially adjacent polygonal areas associated with an establishment;
generating, based at least in part on the position of the reported location and at least one more probable true location (MPTL) representing possible locations for the position reporting device, a geometric figure on the map that encompasses the reported location on the map;
determining a size of the geometric figure based at least in part on noise data associated with the signal;
determining an overlap of the geometric figure with a region of the substantially adjacent polygonal areas;
determining an overlap score based on the overlap between the geometric figure and the region, wherein the overlap score is indicative of the region corresponding to the MPTL; and
determining, based on the overlap score, at least one of:
a first time associated with preparing an ordered good or service; or
a second time associated with expediting delivery of the ordered good or service to a specific location.
7 . The system of claim 6 , the operations further comprising:
filtering candidate locations of the position reporting device based on comparing the overlap score to a threshold overlap score.
8 . The system of claim 6 , the operations further comprising:
determining the reported location based at least in part on at least one of:
velocity information associated with the position reporting device;
acceleration information associated with the position reporting device; or
trajectory information associated with the position reporting device.
9 . The system of claim 6 , wherein the region of the substantially adjacent polygonal areas comprises information indicating whether the region represents a parking space and whether the parking space comprises a special privilege parking space.
10 . The system of claim 6 , wherein:
an attendant assigned to service the establishment is tasked with delivering to that region, pre-specified goods within a pre-specified time duration.
11 . One or more non-transitory computer readable media storing computer executable instructions that, when executed, cause one or more processors to perform operations comprising:
receiving a signal from a position reporting device, wherein the position reporting device includes a mobile computing device and the signal is based on a GPS signal received by the mobile computing device;
determining, based at least in part on the signal, a reported location;
determining a position of the reported location relative to a map, wherein the map comprises substantially adjacent polygonal areas associated with an establishment;
generating, based at least in part on the position of the reported location and at least one more probable true location (MPTL) representing possible locations for the position reporting device, a geometric figure on the map that encompasses the reported location on the map;
determining a size of the geometric figure based at least in part on noise data associated with the signal;
determining an overlap of the geometric figure with a region of the substantially adjacent polygonal areas;
determining an overlap score based on the overlap between the geometric figure and the region, wherein the overlap score is indicative of the region corresponding to the MPTL; and
determining, based on the overlap score, at least one of:
a first time associated with preparing an ordered good or service; or
a second time associated with expediting delivery of the ordered good or service to a specific location.
12 . The one or more non-transitory computer readable media of claim 11 , the operations further comprising:
filtering candidate locations of the position reporting device based on comparing the overlap score to a threshold overlap score.
13 . The one or more non-transitory computer readable media of claim 11 , the operations further comprising:
determining the reported location based at least in part on at least one of:
velocity information associated with the position reporting device;
acceleration information associated with the position reporting device; or
trajectory information associated with the position reporting device.
14 . The one or more non-transitory computer readable media of claim 11 , wherein the region of the substantially adjacent polygonal areas comprises information indicating whether the region represents a parking space and whether the parking space comprises a special privilege parking space.
15 . The method of claim 1 , wherein the size of the geometric figure is further based at least in part on at least one of a time of day or a day of a year.
16 . The method of claim 1 , wherein the geometric figure is subdivided into at least a first portion and a second portion.
17 . The method of claim 16 , wherein the first portion is associated with a first weighted value and the second portion is associated with a second weighted value.
18 . The method of claim 1 , wherein the geometric figure and the region include at least a first overlap area and a second overlap area of multiple overlap areas.
19 . The method of claim 18 , further comprising generating a list of the multiple overlap areas based at least in part on a calculated overlap score for each individual multiple overlap areas.
20 . The method of claim 19 , further comprising determining that at least one overlap score associated with at least one overlap area is less than a predetermined value and automatically deleting the at least one overlap area from the list.