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:
Feb. 14, 2023

Filed:

Oct. 17, 2019
Applicant:

Mitsubishi Electric Research Laboratories, Inc., Cambridge, MA (US);

Inventors:

Gordon Wichern, Boston, MA (US);

Jonathan Le Roux, Arlington, MA (US);

Fatemeh Pishdadian, Chicago, IL (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/418 (2006.01); G05B 13/02 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06N 3/10 (2006.01);
U.S. Cl.
CPC ...
G05B 19/4188 (2013.01); G05B 13/027 (2013.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01); G06N 3/10 (2013.01); G05B 2219/32335 (2013.01); G05B 2219/50291 (2013.01);
Abstract

A system for controlling an operation of a machine including a plurality of actuators assisting one or multiple tools to perform one or multiple tasks, in response to receiving an acoustic mixture of signals generated by the tool performing a task and by the plurality of actuators actuating the tool, submit the acoustic mixture of signals into a neural network trained to separate from the acoustic mixture a signal generated by the tool performing the task from signals generated by the actuators actuating the tool to extract the signal generated by the tool performing the task from the acoustic mixture of signals, analyze the extracted signal to produce a state of performance of the task, and execute a control action selected according to the state of performance of the task.


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