Hand and elbow gesture recognition based on electromyography signal

This project intends to analyze and classify the Electromyography (EMG) signal of muscles that is involved in certain hand and elbow gestures. The Electromyography (EMG) data acquisition protocol is then outlined and performed where the recorded Electromyography (EMG) signal corresponds with cert...

Full description

Bibliographic Details
Main Author:	Abdulhafidh Al-Dubai, Ala Abobakr
Format:	Thesis
Language:	English English
Published:	2019
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://eprints.uthm.edu.my/451/
Abstract	Abstract here

Similar Items

Development of a new robust hybrid automata algorithm based on surface electromyography (SEMG) signal for instrumented wheelchair control
by: Mohd Hanafi, Muhammad Sidik
Published: (2020)

Design Of Feature Selection Methods For Hand Movement Classification Based On Electromyography Signals
by: Too, Jing Wei
Published: (2020)

Hand gesture recognition system using image processing
Published: (2007)

Hand gesture recognition based on isolated and continuous sign language
by: Ahmad Yahya Dawod (P73056)
Published: (2023)

Hand Gesture Recognition Using Artificial Neural Networks
by: Mustafa, Mohd Amrallah
Published: (2007)

A Vision-Based Human Hand Gesture Recognition Interface For Image Browsing Application
by: Chan , Lih Yang
Published: (2009)

Classification of hand gestures from EMG signals / Diaa Albitar
by: Albitar, Diaa
Published: (2022)

Static Hand Gesture Recognition Using Haar-Like Features
by: Wong, Kai Sin
Published: (2015)

Piezoresistive strain gauge sensor and signal conditioner for sensor applications
by: Thangamani Uthirapathi
Published: (2007)

Development of a semi-automated impact device based on human behaviour recognition for in service modal analysis of structures / Fahad Zahid
by: Fahad, Zahid
Published: (2023)

Cracking evaluation of micro steel fibre (MSF) concrete by utilising acoustic emission signal method
by: Ramasamy, Suchitra
Published: (2022)

Pattern recognition of lettuce varieties with machine learning / Seri' Aisyah Hassim
by: Seri' Aisyah , Hassim
Published: (2019)

Active Vibration Control To Attenuate Hand-Arm Vibration For Orbital Sander
by: Ahmad Mazlan, Ahmad Zhafran
Published: (2012)

Moving camera automatic number plate recognition using neural network in android platform
by: Conny Liew
Published: (2019)

Multi-finger localization feedback through vibrotactile sensory substitution system for prosthetic hand
by: Yunus, Yusof
Published: (2021)

Relationship investigation of handgrip forces with varied wrist angles using forearm EMG for bionic hand
by: Norizan, Muhammad Alif
Published: (2017)

Wireless A/C compressor vibration diagnostics using machine learning-based signal analysis Z-Freq 2D with refrigerant and oil as faults
by: Yusri, Muhammad Yuszairie
Published: (2024)

Development of electromyography-controlled 3D printed robot hand and supervised machine learning for signal classification
by: Abdul Wahit, Mohamad Aizat
Published: (2019)

Static hand gesture recognition using artificial neural network / Haitham Sabah Hasan
by: Hasan, Haitham Sabah
Published: (2014)

Analysis Of Vibration Signals And Surface Characteristics Of Cylindrical Roller Bearing
by: Ahmad, Andree
Published: (2014)

Development of Rapid Alignment Polisher’s Hand (RAPH) for Cross section Polishing in Physical Failure Analysis
by: Handie, Ahmataku
Published: (2024)

Study of hand gesture recognition using impulse radio ultra wideband (IRUWB) radar sensor
by: Terence Jerome Daim
Published: (2023)

Classification of ankle joint movements based on surface electromyography signals
by: Al-Quraishi, Maged Saleh Saeed
Published: (2015)

Predictive monitoring of laser beam welding with enhanced denoising methods using acoustic and optical signals
by: Syafiq Ahmad, Abdul Aleem
Published: (2025)

Multifingered robot hand robot operates using teleoperation
by: Ahmad, Mohd Khairul Ikhwan
Published: (2011)

A new technique for lubrication control based on friction conditions in CNC machine linear guideways using servomotor current signals in feed drive system / Mahdi Sparham
by: Mahdi, Sparham
Published: (2015)

Single hand Indian classical gesture recognition based on discrete wavelet transform and discrete cosine transform feature extraction
by: Jaganathan, Kavitha
Published: (2015)

Embedded hardware implementation for real time hand gesture recognition / Farah Farhana Mod Ma'asum
by: Mod Ma'asum, Farah Farhana
Published: (2017)

Classification of skateboarding tricks by synthesizing transfer learning models and machine learning classifiers using different input signal transformations
by: Muhammad Amirul, Abdullah
Published: (2022)

Synthesisation of diverse and photorealistic lung images for lung diseases recognition using deep learning techniques
by: Lee Kin Wai
Published: (2023)

Multi fingered robot hand in industrial robot application using tele-operation
by: Yaqub, Muhammad Atif
Published: (2013)

Intelligent Agent Based Fault Detection System
by: Ahmad Fawzi, Mohammad Jehad Baeth
Published: (2010)

Leak detection in gas pipeline based on time-frequency analysis
by: Nurul Fatiehah, Adnan
Published: (2016)

Development of sensor-based machinery vibration assessment system for effective faults diagnostic in condition based maintenance using machine learning / Syed Mohd Syafiq Syed Mahmud
by: Syed Mohd Syafiq, Syed Mahmud
Published: (2022)

Development of temperature-insensitive fibre Bragg grating based pressure transducer
by: Muhammad Aizzuddin, Abdullah
Published: (2019)

Thermophysical Properties Of CNF-Based Nanocoolant As A Heat Transfer Media
by: Zainal Abidin, Syazwani
Published: (2019)

Mechanical performance of lightweight sandwich structures based on trapezoidal corrugated-cores
by: Noor Zakiah, Md Zaid
Published: (2018)

Investigation on mechanical and modal properties of aluminium based fibre metal laminates
by: Mohamad Nazirul Mubin, Merzuki
Published: (2020)

Risk perception modeling based on physiological and emotional responses / Ding Huizhe
by: Ding , Huizhe
Published: (2024)

Development of nanofluid based horizontal heat storage unit / Saman Paria
by: Saman , Paria
Published: (2016)