Comparison of multi-dimensional datasets
Methods, systems, and apparatuses for comparing multi-dimensional datasets are provided. A multi-dimensional dataset comparison includes receiving a plurality of datasets, each including a plurality of coordinates, wherein a subset of coordinates defines a geo-fence. For a coordinate within a geo-fence of one of the plurality of datasets, determining analogous coordinates in each of the other datasets, the analogous coordinates defining a coordinate input set, and performing in parallel an operation on the coordinate input set to determine whether an entry is present at a coordinate of the coordinate input set.
1. A method comprising:
receiving a plurality of datasets, each comprising a plurality of coordinates;
determining, for a coordinate of one of the plurality of datasets, analogous coordinates in each other of the plurality of datasets, the analogous coordinates defining a reduced coordinate input set;
performing, by a processor, a first operation on the reduced coordinate input set to determine whether an entry is present at a coordinate of the reduced coordinate input set, wherein the first operation defines a pre-processing calculation; and
automatically determining whether to perform a second operation associated with the reduced coordinate input set based on the pre-processing calculation.
2. The method of claim 1 , wherein the first operation is a logical operation.
3. The method of claim 1 , wherein the second operation is a collision avoidance operation.
4. The method of claim 1 , further comprising dynamically updating a status parameter associated with the plurality of datasets.
5. The method of claim 4 , wherein the status parameter is a time-based parameter.
6. The method of claim 1 , further comprising:
determining an entity associated with an entry present at a coordinate of the reduced coordinate input set; and
determining information associated with the entity.
7. The method of claim 1 , wherein the first operation is a mathematical operation.
8. The method of claim 1 , wherein the second operation is an image matching operation.
9. An apparatus comprising:
an interface for receiving a plurality of datasets, each including a plurality of coordinates;
a processor; and
a computer readable memory to store computer program instructions for comparing multi-dimensional datasets, the computer program instructions, when executed on the processor, cause the processor to perform operations comprising:
determining, for a coordinate of one of the plurality of datasets, analogous coordinates in each other of the plurality of datasets, the analogous coordinates defining a reduced coordinate input set;
performing a first operation on the reduced coordinate input set to determine whether an entry is present at a coordinate of the reduced coordinate input set, wherein the first operation defines a pre-processing calculation; and
automatically determining whether to perform a second operation associated with the reduced coordinate input set based on the pre-processing calculation.
10. The apparatus of claim 9 , wherein the first operation is a logical operation.
11. The apparatus of claim 9 , wherein the second operation is a collision avoidance operation.
12. The apparatus of claim 9 , the operations further comprising dynamically updating a status parameter associated with the plurality of datasets.
13. The apparatus of claim 12 , wherein the status parameter is a location-based parameter.
14. The apparatus of claim 9 , the operations further comprising:
determining an entity associated with an entry present at a coordinate of the reduced coordinate input set; and
determining information associated with the entity.
15. A computer readable medium storing non-transitory computer program instructions for comparing multi-dimensional datasets, which, when executed on a processor, cause the processor to perform operations comprising:
receiving a plurality of datasets, each including a plurality of coordinates;
determining, for a coordinate of one of the plurality of datasets, analogous coordinates in each other of the plurality of datasets, the analogous coordinates defining a reduced coordinate input set;
performing a first operation on the reduced coordinate input set to determine whether an entry is present at a coordinate of the reduced coordinate input set, wherein the first operation defines a pre-processing calculation; and
automatically determining whether to perform a second operation associated with the reduced coordinate input set based on the pre-processing calculation.
16. The computer-readable medium of claim 15 , wherein the first operation is a mathematical operation.
17. The computer-readable medium of claim 15 , wherein the second operation is an image matching operation.
18. The computer-readable medium of claim 15 , the operations further comprising dynamically updating a status parameter associated with the plurality of datasets.
19. The computer-readable medium of claim 18 , wherein the status parameter is a motion-based parameter.
20. The computer-readable medium of claim 15 , the operations further comprising:
determining an entity associated with an entry present at a coordinate of the reduced coordinate input set; and
determining information associated with the entity.