BAREKENG: Jurnal Ilmu Matematika dan Terapan
Vol 16 No 3 (2022): BAREKENG: Journal of Mathematics and Its Applications

ESTIMATION OF THIRD FINGER MOTION USING ENSEMBLE KALMAN FILTER

Teguh Herlambang (Information System Department, FEBTD, Universitas Nahdlatul Ulama Surabaya)
Hendro Nurhadi (Department of Industrial Mechanical Engineering, Institut Teknologi Sepuluh Nopember)
Abdul Muhith (Department of Mathematics, University of Islam Darul Ulum Lamongan, Indonesia)
Dinita Rahmalia (Department of Mathematics, University of Islam Darul Ulum Lamongan, Indonesia)
Berny Pebo Tomasouw (Mathemathics Department, Universitas Pattimura)



Article Info

Publish Date
01 Sep 2022

Abstract

Post-stroke is a stage a patient undergoes if the patient has had a previous stroke. Stroke is a big and serious problem. As the second most common cause of disability of people at age of over 60 years. For patients having experienced a stroke, rehabilitation is a way to make them able to do activities of daily living as before. Stroke Rehabilitation is a comprehensive medical management and rehabilitation (in medical, emotional, social, and vocational aspects) concerning disabilities caused by stroke through a neuro-rehabilitation approach with the aim of optimizing recovery. The finger prosthetic arm robot is one of the results of the health technology development to help accelerate the rehabilitation process specifically for finger movements. One of the efforts to develop a finger robot is to estimate the movement of the fingers, in this case the finger size used is taken from those of Javanese people in Indonesia as the data to be simulated. In this paper is an estimation of the finger motion,particularly that of the third finger of the right hand, conducted using the Ensemble Kalman Filter (EnKF) method. The simulation results produced the third finger motion estimates with an accuracy of around 92% - 99%.

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Journal Info

Abbrev

barekeng

Publisher

Subject

Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Energy Engineering Mathematics Mechanical Engineering Physics Transportation

Description

BAREKENG: Jurnal ilmu Matematika dan Terapan is one of the scientific publication media, which publish the article related to the result of research or study in the field of Pure Mathematics and Applied Mathematics. Focus and scope of BAREKENG: Jurnal ilmu Matematika dan Terapan, as follows: - Pure ...