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:
Mar. 22, 2022

Filed:

Sep. 23, 2020
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Andrei Vatavu, Santa Clara, CA (US);

Oliver Schwindt, Plymouth, MI (US);

Dominik Nuss, Santa Clara, CA (US);

Gunther Krehl, San Francisco, CA (US);

Michael Maile, Half Moon Bay, CA (US);

Suresh Govindachar, Milpitas, CA (US);

Assignee:

Robert Bosch GmbH, Stuttgart, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 1/00 (2006.01); G05B 19/4155 (2006.01); G06K 9/20 (2006.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
G06T 1/0014 (2013.01); G05B 19/4155 (2013.01); G06K 9/2054 (2013.01); G06K 9/6268 (2013.01); G05B 2219/31005 (2013.01); G05B 2219/39046 (2013.01); G06K 9/6289 (2013.01); G06K 2209/19 (2013.01);
Abstract

A method for managing tracklets in a particle filter estimation framework includes executing a tracklet prediction dependent on a list of previous tracklets, thereby determining persistent tracklets and new tracklets; sampling new measurements for initializing the new tracklets, thereby determining an amount of estimated new tracklets; and determining an amount of the persistent tracklets dependent on the list of previous tracklets. The method further includes determining an amount of the new tracklets and an amount of updated persistent tracklets to be sampled dependent on the amount of estimated new tracklets, the amount of the persistent tracklets, and a memory bound; sampling the updated persistent tracklets from a list of the persistent tracklets dependent on the determined amount of the updated persistent tracklets; and sampling the new tracklets from unassociated measurements dependent on the determined amount of the new tracklets.


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