METHOD AND APPARATUS FOR ADAPTIVELY REDUCING THE LEVEL OF NOISE IN AN ACQUIRED SIGNAL

Patent №

US 5,924,980

Granted

1999-07-20

Filed 1998

Owner

SIEMENS CORPORATE RESEARCH, INC.

Lab

AI components

3

ml · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09038334

An adaptive filtering method and apparatus for reducing the level of an undesired noise component in an acquired physiological signal having a desired signal component. The acquired physiological signal is applied to one input of the adaptive filter, and a synthetic reference signal that is modeled so as to exhibit a correlation with the desired signal component is applied to another input of the adaptive filter. Thereafter, in a feedback manner, the adaptive filter iteratively adjusts the modeled synthetic reference signal so as to progressively generate a more accurate approximation of the desired signal component in the adaptive filter, which approximation becomes a reconstruction of the acquired physiological signal wherein the level of the undesired noise component is reduced.

Machine learningPlanningAI hardwareA61B 5/14551A61B 5/7257G06F 2218/02Y10S 128/901

AI classification

Machine learning1.00
Planning1.00
AI hardware0.94
Vision0.50
Evolutionary computation0.01
Knowledge representation0.00
Natural language0.00
Speech0.00

Ownership

SIEMENS CORPORATE RESEARCH, INC.

assignment · 90650806

Assignors

COETZEE, FRANS MARTIN

On an employer assignment, the assignors are typically the inventors.

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