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. 07, 2015

Filed:

Mar. 20, 2012
Applicant:

John Michael Mcnew, Ann Arbor, MI (US);

Inventor:

John Michael McNew, Ann Arbor, MI (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60T 8/32 (2006.01); B60W 30/14 (2006.01); B60W 50/00 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
B60W 30/143 (2013.01); B60K 2310/244 (2013.01); B60W 50/0097 (2013.01); B60W 2050/0029 (2013.01); B60W 2050/0083 (2013.01); B60W 2540/30 (2013.01); B60W 2550/141 (2013.01); B60W 2720/10 (2013.01); B60W 2720/103 (2013.01); G06N 99/005 (2013.01); Y02T 10/84 (2013.01);
Abstract

A controller for predicting cruising speeds of a vehicle includes a processor and an extracting unit to extract feature data from segments of a prior trajectory of the vehicle, the feature data including cruising speeds of the vehicle and predictive feature data. The controller also includes a model generator to generate a probabilistic model associating the predictive feature data with the cruising speeds of the vehicle and a predicting unit to predict a cruising speed of the vehicle for a target segment, which is an upcoming cruising segment of the vehicle, by conditioning the probabilistic model on real-time predictive feature data of segments of a current trajectory.


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