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:
Sep. 22, 2020

Filed:

May. 31, 2019
Applicants:

Yiqun GE, Ottawa, CA;

Wuxian Shi, Ottawa, CA;

Wen Tong, Ottawa, CA;

Qifan Zhang, Kanata, CA;

Inventors:

Yiqun Ge, Ottawa, CA;

Wuxian Shi, Ottawa, CA;

Wen Tong, Ottawa, CA;

Qifan Zhang, Kanata, CA;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/06 (2006.01); H04W 28/06 (2009.01); G06K 9/62 (2006.01); H04W 4/70 (2018.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); H04W 84/04 (2009.01);
U.S. Cl.
CPC ...
H04W 28/06 (2013.01); G06K 9/623 (2013.01); G06K 9/629 (2013.01); G06N 3/0454 (2013.01); G06N 3/0472 (2013.01); G06N 3/08 (2013.01); H04L 69/04 (2013.01); H04W 4/70 (2018.02); H04W 84/042 (2013.01);
Abstract

Methods and apparatuses for feature-driven machine-to-machine communications are described. At a feature encoder, features are extracted from sensed raw information, to generate features that compress the raw information by a compression ratio. The feature encoder implements a probabilistic encoder to generate the features, each feature providing information about a respective probability distribution that each represents one or more aspects of the subject. The probabilistic encoder is designed to provide a compression ratio that satisfies a predetermined physical channel capacity limit for a transmission channel. The features are transmitted over the transmission channel.


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