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. 19, 2022

Filed:

Apr. 23, 2019
Applicant:

Baidu Usa Llc, Sunnyvale, CA (US);

Inventors:

Kecheng Xu, Sunnyvale, CA (US);

Yajia Zhang, Sunnyvale, CA (US);

Hongyi Sun, Sunnyvale, CA (US);

Jiacheng Pan, Sunnyvale, CA (US);

Jinghao Miao, Sunnyvale, CA (US);

Assignee:

BAIDU USA LLC, Sunnyvale, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B60W 30/095 (2012.01); G06N 20/00 (2019.01); B60W 30/09 (2012.01);
U.S. Cl.
CPC ...
B60W 30/0956 (2013.01); B60W 30/09 (2013.01); G06N 20/00 (2019.01);
Abstract

In response to perceiving a moving object, one or more possible object paths of the moving object are determined based on the prior movement predictions of the moving object, for example, using a machine-learning model, which may be created based on a large amount of driving statistics of different vehicles. For each of the possible object paths, a set of trajectory candidates is generated based on a set of predetermined accelerations. Each of the trajectory candidates corresponds to one of the predetermined accelerations. A trajectory cost is calculated for each of the trajectory candidates using a predetermined cost function. One of the trajectory candidates having the lowest trajectory cost amongst the trajectory candidates is selected. An ADV path is planned to navigate the ADV to avoid collision with the moving object based on the lowest costs of the possible object paths of the moving object.


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