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:
Nov. 14, 2023

Filed:

Mar. 25, 2020
Applicant:

Volvo Car Corporation, Gothenburg, SE;

Inventors:

Usha Nookala, Sunnyvale, CA (US);

Ebrahim Alareqi, Santa Clara, CA (US);

Sihao Ding, Sunnyvale, CA (US);

Shanmukesh Vankayala, Mountain View, CA (US);

Assignee:

Volvo Car Corporation, Gothenburg, SE;

Attorneys:
Int. Cl.
CPC ...
G06N 3/00 (2023.01); G06F 17/18 (2006.01); G06N 3/08 (2023.01); H04W 4/029 (2018.01); G06Q 50/30 (2012.01); H04W 4/021 (2018.01); G06Q 10/02 (2012.01); G06Q 10/047 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06F 17/18 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06Q 10/02 (2013.01); G06Q 10/047 (2013.01); G06Q 50/30 (2013.01); H04W 4/021 (2013.01); H04W 4/029 (2018.02);
Abstract

A method, software tool, and system for generating realistic synthetic ride-requests associated with a mobility or transportation service, including: utilizing a generative adversarial network, learning the spatial-temporal distribution of a plurality of real ride-requests; and, utilizing the generative adversarial network and based on the learning step, generating one or more synthetic source and destination ride-request geolocations that retain a statistical distribution of the plurality of real ride-requests. The generative adversarial network is a Wasserstein generative adversarial network.


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