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:
Aug. 30, 2022

Filed:

Jan. 30, 2020
Applicant:

Infineon Technologies Ag, Neubiberg, DE;

Inventors:

Cecilia Carbonelli, Munich, DE;

Manuel Carro Dominguez, Dublin, IE;

Jianyu Zhao, Munich, DE;

Assignee:

INFINEON TECHNOLOGIES AG, Neubiberg, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 27/12 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G01N 33/00 (2006.01);
U.S. Cl.
CPC ...
G01N 27/123 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G01N 27/122 (2013.01); G01N 33/0034 (2013.01);
Abstract

A gas sensing device includes one or more chemo-resistive gas sensors; one or more heating elements for heating each of the gas sensors; a preprocessing block for filtering signal samples in order to generate filtered signal samples for each of the gas sensors; an information extraction block for generating representations for the filtered signal samples for each of the gas sensors based on dynamic characteristics of the received filtered signal samples of the respective gas sensor; and a decision making block for receiving the representations, wherein the decision making block includes a trained model based algorithm stage having an input layer and an output layer, wherein the decision making block includes trained models, wherein the decision making block creates sensing results based on output values of the output layer of the algorithm stage, and wherein the output values are created by using the trained models.


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