SYSTEM AND METHOD FOR VEHICLE LOCALIZATION ASSISTANCE USING SENSOR DATA
Systems and methods relating to determining a position or orientation of a vehicle are disclosed. A landmark is identified using sensor data presented by one or more sensors included with the vehicle. The landmark is identified using map data relating to an approximate location of the vehicle in a world coordinate system. A position or orientation of the vehicle relative to the landmark is determined. A position or orientation of the landmark relative to the world coordinate system is determined. Using the determined position or orientation of the vehicle relative to the landmark and the determined position or orientation of the landmark relative to the world coordinate system, a position or orientation of the vehicle relative to the world coordinate system is determined.
1 . A method of determining a position or orientation of a vehicle, the method comprising:
identifying a landmark using sensor data presented by one or more sensors included with the vehicle;
identifying the landmark using map data relating to an approximate location of the vehicle in a world coordinate system;
determining a position or orientation of the vehicle relative to the landmark;
determining a position or orientation of the landmark relative to the world coordinate system; and
determining, using the determined position or orientation of the vehicle relative to the landmark and the determined position or orientation of the landmark relative to the world coordinate system, a position or orientation of the vehicle relative to the world coordinate system.
2 . The method of claim 1 , further comprising the step of storing a position or orientation in a shared repository.
3 . The method of claim 2 , further comprising the step of retrieving a position or orientation from a shared repository.
4 . The method of claim 1 , wherein the map data comprises one or more values retrieved from a shared repository.
5 . The method of claim 1 , wherein a position or orientation is determined using a neural network.
6 . The method of claim 1 , further comprising the step of determining a usefulness of a landmark.
7 . The method of claim 6 , wherein the step of determining, using the determined position or orientation of the vehicle relative to the landmark and the determined position or orientation of the landmark relative to the world coordinate system, a position or orientation of the vehicle relative to the world coordinate system further comprises using a determined usefulness of a landmark.
8 . The method of claim 1 , further comprising the step of updating the map data using the sensor data.
9 . The method of claim 1 wherein the vehicle is an autonomous vehicle, and further comprising the step of executing a driving operation using the determined position or orientation of the vehicle relative to the world coordinate system.
10 . A system comprising:
one or more sensors included with a vehicle, the one or more sensors configured to present sensor data;
one or more processors coupled to the one or more sensors; and
a memory including instructions, which when executed by the one or more processors, cause the one or more processors to perform a method comprising:
identifying a landmark using the sensor data;
identifying the landmark using map data relating to an approximate location of the vehicle in a world coordinate system;
determining a position or orientation of the vehicle relative to the landmark;
determining a position or orientation of the landmark relative to the world coordinate system; and
determining, using the determined position or orientation of the vehicle relative to the landmark and the determined position or orientation of the landmark relative to the world coordinate system, a position or orientation of the vehicle relative to the world coordinate system.
11 . A non-transitory machine-readable storage medium containing program instructions executable by a computer, the program instructions enabling the computer to perform:
identifying a landmark using sensor data presented by one or more sensors included with a vehicle;
identifying the landmark using map data relating to an approximate location of the vehicle in a world coordinate system;
determining a position or orientation of the vehicle relative to the landmark;
determining a position or orientation of the landmark relative to the world coordinate system; and
determining, using the determined position or orientation of the vehicle relative to the landmark and the determined position or orientation of the landmark relative to the world coordinate system, a position or orientation of the vehicle relative to the world coordinate system.