Hyundai Motor Company

Kia Corporation

Muhammad Zahak Jamal

Dong Hyun Lee

Dong Jin Hyun

Ju Young Yoon

Hyo Seung Han

Sang In Park

Suk Hyung Jang

A system and a method for controlling a robot finger may include a processor to determine a mapping function using a kernel matrix means of a multichannel electromyographic (EMG) signal to train a learning algorithm using at least one EMG signal training sample), and a storage to store data and an algorithm driven by the processor. The processor determines a kernel matrix by applying a polynomial function of the second order to the multichannel EMG signal time sample, and performs an operation for the kernel matrix and the mapping function to output a signal for controlling the robot finger.

System for controlling robot finger and method for the same

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.

Method for estimating intention using unsupervised learning

Provided is a joint structure for a robot including: a body part; a link structure connected to an upper portion of the body part and including multiple links; a sensor unit provided on one end of the link structure; a first wire having one end connected to the sensor unit; and an actuator fixed to one side of the body part and connected to the other end of the first wire to move the other end of the first wire in a vertical direction, wherein the sensor unit measures tension applied to the first wire.

Joint structure for robot and robot including the same

A force measuring sensor is provided. The force measuring sensor includes: a wire; a signal generator having one side fixed to one end of the wire; and a signal processor configured to convert and process an analog signal received from the signal generator into a digital signal, in which the wire is configured to penetrate an internal space formed in the signal generator, and the analog signal is generated by a change in thickness of a component of the signal generator caused by a change in tension of the wire.

Force measuring sensor and robot including same

An embodiment electromyography signal detection device includes a noise signal obtaining device configured to obtain a noise signal of an unknown reference frequency at a periphery of a user, an electromyography signal acquisition device configured to measure an electromyography signal from the user, and a controller configured to remove a noise signal included in the electromyography signal of the user based on the obtained noise signal of the unknown reference frequency.

Growing community of inventors

Yongin-si, South Korea

Muhammad Zahak Jamal