Surface electromyography (SEMG) normalization method based on pre fatigue maximal voluntary contraction

Surface electromyography (sEMG) pattern recognition task requires high accuracy classification. However, current technology suffers from two main problems. The first problem is inconsistent pattern due to fatigue while the second is robustness of sEMG features due to low signal to noise ratio, SNR....

Full description

Bibliographic Details
Main Author:	Mohd Sabri, Muhammad Ihsan
Format:	Thesis
Language:	English English
Published:	2017
Subjects:	T Technology (General) TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utem.edu.my/id/eprint/20616/ https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=106115&query_desc=kw%2Cwrdl%3A%20Surface%20electromyography
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)

Detection of onset muscle fatigue based on joint analysis of surface electromyography spectrum and amplitude
by: Nurul Ain Mohamad Ishak
Published: (2025)

V/I control method and its an implementation for maximizing attainable efficiency of induction motor
by: Ramdan, Razali
Published: (2012)

Spectral Estimation And Supervised Classification Technique For Real Time Electromyography Pattern Recognition
by: Burhan, Nuradebah
Published: (2018)

Electromyography (EMG) Signal Analysis For Manual lifting Using Time-Frequency Distribution
by: Tengku Zawawi, Tengku Nor Shuhada
Published: (2016)

Assessment of muscle fatigue using non-invasive infrared thermography with assisted electromyography
by: Nursyazana Ridzuan
Published: (2025)

Pilot Study Of Electromyography Analysis Of The Arm Muscle Using Levenberg-Marquadt Back Propagation Neural Network
by: Yahya, Abu Bakar
Published: (2017)

Early signs of underbone motorcyclist muscle fatigue analysis using s-transform based on surface electromyography signals
by: Tengku Zawawi, Tengku Nor Shuhada
Published: (2024)

Electromyography support vector machine-based sport classification model for endurance and power athletes pre-assessment
by: Maisarah Sulaiman
Published: (2025)

A Single Perceptron Smart Sensor Technique for Pre-fault Monitoring System in an Indoor Substation
by: Lorothy, Morrison Buah Singkang
Published: (2024)

Pengklasifikasian Sperma Normal Dan Abnormal Daripada Suspensi Sperma Tikus Sprague Dawley [TK1-9971]
by: Alias, Mohd Fauzi
Published: (2009)

Vein mechanism assessment in under weight, normal weight, over weight and pregnant subjects for risk fector of deep vein thrombosis (DVT)
by: Mat Harun, Noor Hafizzatul 'Izzah
Published: (2017)

A surface-based study on andrassy geothermal prospect for power generation
by: Chong, Harry Lye Hin
Published: (2001)

Analysis of non uniform surface current distribution on thick and thin wire antenna
by: Abd. Rahman, Rais Rabani
Published: (2013)

The effect of alloying element in lead-free solders on intermetallics growth with enimag surface finish
by: Jaidi, Zolhafizi
Published: (2020)

Applied evanescent wave on zinc oxide nanorods coated glass surface for sensing applications / Mohd Hafiz Jali
by: Mohd Hafiz , Jali
Published: (2021)

Fuzzy Ranking Methods and Their Applications
by: Chai, Kok Chin
Published: (2016)

Elimination of salicide residues in wafer fabrication front-end pre-metal layer cleaning process
by: Ong, Johann
Published: (2022)

Wideband Dielectric Feeder For K-Band Parabolic Antenna
by: Ahmad Zubir, Ihsan
Published: (2018)

Assessment of road surface condition using iPhone LiDAR function
by: Mohd Norezan, Nurul Nabilah
Published: (2025)

Variability reduction in stencil printing of solder paste for surface mount technology
by: Ibrahim, Mustaffa
Published: (1998)

Archimedean spiral antenna embedded with frequency selective surface for wideband applications
by: Mohamud Shire, Abdirahman
Published: (2014)

Modelling Of Leakage Current On Conductive Surface For Outdoor Insulators
by: Abd Rahim, Noor Afiqah
Published: (2021)

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

Analysis of non uniform surface current distribution on thick and thin wire antenna
by: Abd. Rahman, Rais Rabani
Published: (2013)

The development of Muscle Fatigue Prediction model from muscle torque and contraction data / Keshasni Earichappan
by: Keshasni , Earichappan
Published: (2023)

Studies on surface treatments of TiO2 electron transport layer for efficient CH3NH3PBL3 perovskite photovoltaic cells.
by: Hasyiya Karimah Adli
Published: (2017)

Insulator surface condition monitoring system for leakage current analysis
by: Zainal Abidin, Nur Qamarina
Published: (2015)

Amplitude independent muscle activity detection algorithm of soft robotic glove system for hemiparesis stroke patients using single sEMG channel
by: Hameed, Husamuldeen Khalid
Published: (2020)

An Efficient Surface Mapping Technique Using Laser Triangulation For Image Reconstruction
by: Tjio, Hok Hoo
Published: (2003)

Development of quality assessment methods for wood images / Heshalini Rajagopal @ Ramasamy
by: Heshalini , Rajagopal @ Ramasamy
Published: (2021)

Hand and elbow gesture recognition based on electromyography signal
by: Abdulhafidh Al-Dubai, Ala Abobakr
Published: (2019)

Design Of Wideband RF Front End Wireless Transceiver
by: Zubir, Ihsan Ahmad
Published: (2012)

Electricity distribution network for low and medium voltages based on evolutionary approach optimization
by: Hasan, Ihsan Jabbar
Published: (2015)

Dengue rapid diagnostic via surface plasmon resonance biosensor / Peyman Jahanshahi
by: Peyman, Jahanshahi
Published: (2015)

Performance analysis in material selection for surface insulation condition of high voltage application
by: Azhar, Sulaiman
Published: (2014)

High Voltage Insulation Surface Condition Analysis Using Time Frequency Distributions
by: Nurbahirah, Norddin
Published: (2014)

Analysis of total harmonic distortion and switching losses of PWM in grid-connected photovoltaic system
by: Syahierah Eliya, Sabri
Published: (2019)

Hybrid intelligent methods for parameter identification and load frequency control in power system
by: Aqeel Sakhy, Jaber
Published: (2014)