Determining autonomous vehicle status based on mapping of crowdsourced object data
A map in a cloud service stores physical objects previously detected by other vehicles that have previously traveled over the same road that a current vehicle is presently traveling on. New data received by the cloud service from the current vehicle regarding new objects that are being encountered by the current vehicle can be compared to the previous object data stored in the map. Based on this comparison, an operating status of the current vehicle is determined. In response to determining the status, an action such as terminating an autonomous navigation mode of the current vehicle is performed.
1 . A system comprising:
at least one memory; and
at least one processor configured to:
store, in the at least one memory, first data;
receive second data collected by at least one sensor of a vehicle;
determine a mismatch between the first data and the second data, wherein the mismatch is indicative of a failure to detect an object; and
in response to determining the mismatch indicative of the failure to detect the object, change an operating configuration of the vehicle comprising activation of at least one vehicle system.
2 . The system of claim 1 , wherein the at least one processor is further configured to determine, based on the mismatch, that an aspect of the vehicle is not functioning properly.
3 . The system of claim 1 , wherein the first data is a map, the at least one processor further configured to:
receive, from a plurality of vehicles, third data regarding objects detected by the plurality of vehicles; and
generate, based on the third data, the map.
4 . The system of claim 1 , wherein changing the operating configuration comprises sending a communication to the vehicle, wherein the communication comprises an instruction to activate a braking system of the vehicle.
5 . The system of claim 1 , wherein the first data comprises objects and an associated location for each object.
6 . The system of claim 1 , wherein changing the operating configuration comprises deactivation of an autonomous driving mode.
7 . The system of claim 1 , wherein the second data is packaged as compressed data by the vehicle, and the compressed data is communicated by the vehicle to the system.
8 . The system of claim 1 , wherein the activation of the at least one vehicle system comprises activation of a braking system of the vehicle.
9 . A system comprising:
at least one sensor of a vehicle;
at least one memory; and
at least one processor configured to:
store, in the at least one memory, a map;
collect, by the at least one sensor, first data;
determine, based on comparing the first data to the map, a mismatch between the first data and the map, wherein the mismatch indicates a failure by the vehicle to detect an object; and
in response to determining the mismatch, perform at least one action by the vehicle comprising a change to at least one vehicle system.
10 . The system of claim 9 , wherein the at least one processor is further configured to receive the map from a server.
11 . The system of claim 9 , wherein the map includes objects, each of the objects associated with a respective location.
12 . The system of claim 9 , wherein the at least one processor is further configured to:
receive second data regarding objects, each object detected by at least one of a plurality of vehicles other than the vehicle; and
generate the map based on the second data.
13 . The system of claim 9 , wherein performing the at least one action further changes an operating status of the vehicle.
14 . The system of claim 9 , wherein the system further comprises a machine learning model, and determining the mismatch includes comparing the first data to output from the machine learning model.
15 . The system of claim 9 , wherein performing the at least one action further comprises changing a configuration of a navigation device of the vehicle.
16 . The system of claim 9 , wherein the change to the at least one vehicle system comprises a change of at least one of a window status, a seat position, or a driving style of the vehicle.
17 . An apparatus comprising:
at least one memory; and
at least one processor configured to:
store, in the at least one memory, first data;
receive second data indicative of first objects detected by a vehicle moving about a factory or warehouse;
determine, based on comparing the second data to the first data, a mismatch, wherein the mismatch is indicative of a failure by the vehicle to detect an object; and
in response to determining the mismatch, perform an action associated with operation of the vehicle or send a communication to the vehicle, wherein the action or the communication is configured to cause the vehicle to come to a stop.
18 . The apparatus of claim 17 , wherein the first data is a map comprising second objects in the factory or warehouse.
19 . The apparatus of claim 17 , wherein the at least one processor is further configured to receive third data from one or more other vehicles moving about the factory or warehouse, the third data is indicative of second objects in the factory or warehouse, and the third data is used to generate the first data.
20 . The system of claim 15 , wherein the at least one action that changes the configuration of the navigation device of the vehicle comprises an activation of a backup navigation of the vehicle.