DYNAMIC MAP PRE-LOADING IN VEHICLES
Methods, systems, and apparatuses to predict a future position of a vehicle travelling along a path; determine, based on the predicted future position of the vehicle, a subset of map data from a set of map data stored in a data repository housed in the vehicle; and dynamically pre-load the determined subset of map data from the data repository to a cache memory storage housed in the vehicle for expedited access of the determined subset of map data by at least one computation unit housed in the vehicle.
1 . A method, comprising:
predicting a future position of a vehicle travelling along a path;
determining, based on the predicted future position of the vehicle, a subset of map data from a set of map data stored in a data repository housed in the vehicle; and
dynamically pre-loading the determined subset of map data from the data repository to a cache memory storage housed in the vehicle for expedited access of the determined subset of map data by at least one computation unit housed in the vehicle.
2 . The method of claim 1 , wherein the predicting is based on a navigation route of the vehicle.
3 . The method of claim 1 , wherein the predicting is based on at least one navigational constraint of the path.
4 . The method of claim 1 , wherein the predicting is based on at least one of a navigation history or a navigation pattern of the vehicle.
5 . The method of claim 4 , wherein the at least one of the navigation history or the navigation pattern of the vehicle is obtained from a remote server.
6 . The method of claim 1 , wherein the predicting is based on a velocity of the vehicle on the path.
7 . The method of claim 1 , the predicting further comprising:
predicting a plurality of future positions of the vehicle.
8 . The method of claim 7 , the determining further comprising:
determining a plurality of subsets of map data from the set of map data stored in the data repository.
9 . The method of claim 8 , the dynamically pre-loading further comprising:
dynamically pre-loading at least one of the determined plurality of subsets of map data from the data repository to the cache memory storage.
10 . The method of claim 1 , wherein the determined subset of map data corresponds to a portion of the path between a current position of the vehicle and the predicted future position of the vehicle.
11 . The method of claim 1 , wherein the determined subset of map data corresponds to the predicted future position of the vehicle.
12 . The method of claim 1 , wherein the predicting is based on (A) a velocity of the vehicle on the path and (B) at least one of (a) a navigation route of the vehicle, (b) at least one navigational constraint of the path, (c) a navigation history of the vehicle, or (d) a navigation pattern of the vehicle.
13 . An apparatus, comprising:
at least one computation unit housed in a vehicle;
a cache memory storage housed in the vehicle and configured to provide data to the at least one computation unit;
a data repository housed in the vehicle, the data repository including a set of map data; and
a map loading system configured to (a) predict a future position of a vehicle travelling along a path, (b) determine, based on the predicted future position of the vehicle, a subset of map data from the set of map data stored in the data repository, and (c) dynamically pre-load the determined subset of map data from the data repository to the cache memory storage for expedited access of the determined subset of map data by the at least one computation unit.
14 . The apparatus of claim 13 , wherein the map loading system and the at least one computation unit reside in one computation system.
15 . The apparatus of claim 13 , wherein the map loading system and the at least one computation unit reside in separate computation systems.
16 . The apparatus of claim 13 , wherein the at least one computation unit comprising a computation cluster.
17 . An apparatus, comprising:
means for predicting a future position of a vehicle travelling along a path;
means for determining, based on the predicted future position of the vehicle, a subset of map data from a set of map data stored in a data repository housed in the vehicle; and
means for dynamically pre-loading the determined subset of map data from the data repository to a cache memory storage housed in the vehicle for expedited access of the determined subset of map data by at least one computation unit housed in the vehicle.
18 . The apparatus of claim 17 , wherein the means for predicting the future position of the vehicle is based on at least one of (a) a navigation route of the vehicle, or (b) at least one navigational constraint of the path, or (c) a navigation history of the vehicle, or (d) a navigation pattern of the vehicle, or (e) a velocity of the vehicle on the path.
19 . The apparatus of claim 18 , further comprising:
means for obtaining at least one of the navigation history or the navigation pattern of the vehicle from a remote server.
20 . The apparatus of claim 18 , wherein the determined subset of map data corresponds to the predicted future position of the vehicle.