The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 20, 2021

Filed:

Oct. 31, 2018
Applicant:

Luminar Holdco, Llc, Orlando, FL (US);

Inventors:

Benjamin Englard, Palo Alto, CA (US);

Eric C. Danziger, San Francisco, CA (US);

Assignee:

Luminar Holdco, LLC, Orlando, FL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/42 (2006.01); G06K 9/62 (2006.01); G01S 7/40 (2006.01); G01S 7/41 (2006.01); G01S 7/48 (2006.01); G01S 13/42 (2006.01); G01S 13/93 (2020.01); G05D 1/00 (2006.01); G05D 1/02 (2020.01); B60W 10/04 (2006.01); B60W 30/18 (2012.01); B60W 50/06 (2006.01); G06N 3/08 (2006.01); G06T 3/40 (2006.01); G06T 7/20 (2017.01); G06T 7/48 (2017.01); G06T 7/50 (2017.01); G06T 15/08 (2011.01); G06T 17/20 (2006.01); G01S 13/931 (2020.01); G01S 17/86 (2020.01); G01S 17/931 (2020.01); G06T 17/05 (2011.01); G01S 7/481 (2006.01); G01S 17/66 (2006.01); G01S 7/497 (2006.01);
U.S. Cl.
CPC ...
G06K 9/00791 (2013.01); B60W 10/04 (2013.01); B60W 30/18145 (2013.01); B60W 30/18163 (2013.01); B60W 50/06 (2013.01); G01S 7/40 (2013.01); G01S 7/4026 (2013.01); G01S 7/417 (2013.01); G01S 7/4808 (2013.01); G01S 7/4817 (2013.01); G01S 7/4972 (2013.01); G01S 13/42 (2013.01); G01S 13/931 (2013.01); G01S 17/66 (2013.01); G01S 17/86 (2020.01); G01S 17/931 (2020.01); G05D 1/0088 (2013.01); G05D 1/0094 (2013.01); G05D 1/0221 (2013.01); G05D 1/0231 (2013.01); G05D 1/0248 (2013.01); G06K 9/42 (2013.01); G06K 9/6261 (2013.01); G06K 9/6262 (2013.01); G06K 9/6274 (2013.01); G06N 3/08 (2013.01); G06T 3/4007 (2013.01); G06T 7/50 (2017.01); G06T 15/08 (2013.01); G06T 17/05 (2013.01); G06T 17/20 (2013.01); B60W 2420/42 (2013.01); B60W 2420/52 (2013.01); B60W 2552/15 (2020.02); B60W 2554/00 (2020.02); B60W 2555/20 (2020.02); B60W 2555/40 (2020.02); B60W 2555/60 (2020.02); B60W 2720/106 (2013.01); B60W 2720/12 (2013.01); B60W 2720/125 (2013.01); G01S 2007/403 (2013.01); G01S 2007/4034 (2013.01); G01S 2013/9323 (2020.01); G05D 1/0257 (2013.01); G05D 2201/0213 (2013.01); G06K 9/00832 (2013.01); G06K 9/6256 (2013.01); G06K 9/6267 (2013.01); G06T 7/20 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30252 (2013.01);
Abstract

A method for controlling a vehicle based on sensor data having variable sensor parameter settings includes receiving sensor data generated by a vehicle sensor while the sensor is configured with a first sensor parameter setting. The method also includes receiving an indicator specifying the first sensor parameter setting, and selecting, based on the received indicator, one of a plurality of neural networks of a perception component, each neural network having been trained using training data corresponding to a different sensor parameter setting. The method also includes generating signals descriptive of a current state of the environment using the selected neural network and based on the received sensor data. The method further includes generating driving decisions based on the signals descriptive of the current state of the environment, and causing one or more operational subsystems of the vehicle to maneuver the vehicle in accordance with the generated driving decisions.


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