Systems and operations of transfer hubs for autonomous trucking systems
Aspects and implementations of the present disclosure relate, generally, to optimization of autonomous vehicle (AV) technology and, more specifically, to a transfer hub for autonomous trucking operations. In one example, the disclosed techniques include obtaining, at a first time, one or more first images of an outside environment of an AV and shutting down a data processing system of the AV. The techniques further include initiating a starting-up of the data processing system of the AV and obtaining, at a second time, one or more second images of the outside environment of the AV. The techniques further include determining, based on a comparison of the one or more first images to the one or more second images, that the AV has not moved between the first time and the second time and completing the starting-up of the data processing system of the AV.
1 . A method comprising:
stopping an autonomous vehicle (AV) that operates in an autonomous driving mode;
obtaining, at a first time, one or more first images of an outside environment of the AV;
shutting down a data processing system of the AV;
initiating a starting-up of the data processing system of the AV;
obtaining, at a second time, one or more second images of the outside environment of the AV;
determining, based on a comparison of the one or more first images to the one or more second images, that the AV has not moved between the first time and the second time; and
completing, responsive to determining that the AV has not moved, the starting-up of the data processing system of the AV.
2 . The method of claim 1 , further comprising:
storing, at the first time, a state of the data processing system of the AV; and wherein completing the starting-up of the data processing system of the AV comprises:
restoring the state of the data processing system of the AV.
3 . The method of claim 1 , wherein the one or more first images comprise one or more of:
one or more of lidar images,
one or more of radar images,
one or more of camera images, or
one or more infrared camera images.
4 . The method of claim 1 , wherein the one or more first images comprise at least one image of one or more parking calibration signs.
5 . The method of claim 4 , wherein the one or more parking calibration signs comprise at least one of:
a pole,
a billboard,
a barcode,
a geometric pattern,
a pavement marking,
an electromagnetic beacon device, or
a sound beacon device.
6 . The method of claim 1 , further comprising:
causing, responsive to stopping the AV, a hitching robot to be dispatched to the AV; and
disengaging, using the hitching robot, a trailer of the AV from a tractor of the AV.
7 . The method of claim 1 , further comprising:
causing a hitching robot to be dispatched to the AV; and
engaging, using the hitching robot, a hitching mechanism of the AV to attach a trailer to the AV.
8 . The method of claim 1 , further comprising:
dispatching a refueling robot to the AV; and
causing the refueling robot to perform operations comprising:
identifying a nozzle compatible with the AV by scanning a digital identifier of the AV; and
delivering, using the identified nozzle, a fluid to a tank of the AV.
9 . An autonomous vehicle (AV) configured to:
responsive to the AV stopping, obtain, at a first time and using a sensing system of the AV, one or more first images of an outside environment;
shut down a data processing system of the AV;
initiate a starting-up of the data processing system of the AV;
obtain, at a second time, one or more second images of the outside environment of the AV;
determine, based on a comparison of the one or more first images to the one or more second images, that the AV has not moved between the first time and the second time; and
complete, responsive to determining that the AV has not moved, the starting-up of the data processing system of the AV.
10 . The AV of claim 9 , wherein the AV is further configured to:
store, at the first time, a state of the data processing system of the AV; and wherein to complete the starting-up of the data processing system of the AV, the AV is configured to:
restore the state of the data processing system of the AV.
11 . The AV of claim 9 , wherein the one or more first images comprise one or more of:
one or more of lidar images,
one or more of radar images,
one or more of camera images, or
one or more infrared camera images.
12 . The AV of claim 9 , wherein the one or more first images comprise at least one image of one or more parking calibration signs.
13 . The AV of claim 12 , wherein the one or more parking calibration signs comprise at least one of:
a pole,
a billboard,
a barcode,
a geometric pattern,
a pavement marking,
an electromagnetic beacon device, or
a sound beacon device.
14 . One or more robotic devices, comprising:
an autonomous vehicle (AV) tractor configured to:
stop, while operating in an autonomous driving mode;
obtain, at a first time and using a sensing system of the AV, one or more first images of an outside environment;
shut down a data processing system of the AV tractor;
initiate a starting-up of the data processing system of the AV tractor;
obtain, at a second time, one or more second images of the outside environment of the AV tractor;
determine, based on a comparison of the one or more first images to the one or more second images, that the AV tractor has not moved between the first time and the second time; and
complete, responsive to determining that the AV tractor has not moved, the starting-up of the data processing system of the AV tractor.
15 . The one or more robotic devices of claim 14 , wherein the AV tractor is further configured to:
store, at the first time, a state of the data processing system of the AV tractor; and wherein to complete the starting-up of the data processing system of the AV tractor, the AV tractor is configured to:
restore the state of the data processing system of the AV tractor.
16 . The one or more robotic devices of claim 14 , wherein the one or more first images comprise one or more of:
one or more of lidar images,
one or more of radar images,
one or more of camera images, or
one or more infrared camera images.
17 . The one or more robotic devices of claim 14 , wherein the one or more first images comprise at least one image of one or more parking calibration signs.
18 . The one or more robotic devices of claim 17 , wherein the one or more parking calibration signs comprise at least one of:
a pole,
a billboard,
a barcode,
a geometric pattern,
a pavement marking,
an electromagnetic beacon device, or
a sound beacon device.
19 . The one or more robotic devices of claim 14 , further comprising:
a hitching robot, configured to perform at least one of:
disengaging, responsive to the AV tractor stopping, a first trailer from the AV tractor; or
engaging, after the starting-up of the data processing system of the AV tractor,
a hitching mechanism of the AV tractor to attach a second trailer to the AV tractor.
20 . The one or more robotic devices of claim 14 , further comprising:
a refueling robot configured to:
identify a nozzle compatible with the AV tractor by scanning a digital identifier of the AV tractor; and
deliver, using the identified nozzle, a fluid to a tank of the AV tractor.