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:
Dec. 10, 2024

Filed:

Jun. 20, 2022
Applicants:

Hyundai Motor Company, Seoul, KR;

Kia Corporation, Seoul, KR;

Inventors:

Muhammad Zahak Jamal, Yongin-si, KR;

Ju Young Yoon, Suwon-si, KR;

Dong Hyun Lee, Uiwang-si, KR;

Assignees:

Hyundai Motor Company, Seoul, KR;

Kia Corporation, Seoul, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/00 (2006.01); B25J 9/16 (2006.01); B25J 13/02 (2006.01); G05B 19/4155 (2006.01); G06F 3/01 (2006.01); G06F 3/14 (2006.01);
U.S. Cl.
CPC ...
G05B 19/4155 (2013.01); B25J 9/1612 (2013.01); B25J 13/02 (2013.01); G06F 3/015 (2013.01); G06F 3/14 (2013.01); G05B 2219/40264 (2013.01);
Abstract

This patent proposal document provides a complete robot hand control scheme using myoelectric intention estimation of the human being using the kernel Principal Component Analysis Algorithm (kPCA). The robot hand system includes a biometric EMG sensor system, a robot hand including with multiple fingers, a controller connected with the biometric EMG sensor system, and a robot hand. The controller acquires the biometric EMG signal by means of a biometric sensor system, estimates myoelectric motion intention by applying the kernel principal component analysis (kPCA) algorithm using a kernel function, and delivers a control command corresponding to the estimated motion intention of the user to the robot hand.


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