Wavelet Packet Feature Assessment for High-density Myoelectric Pattern Recognition and Channel Selection toward Stroke Rehabilitation

Wavelet Packet Feature Assessment for High-density Myoelectric Pattern Recognition and Channel Selection toward Stroke Rehabilitation

This study presented wavelet packet feature assessment of neural control information in paretic upper-limb muscles of stroke survivors for myoelectric pattern recognition, taking advantage of high-resolution time-frequency representations of surface electromyographic (EMG) signals. On this basis, a...

Full description

Bibliographic Details
Main Authors:	Dongqing Wang, Xu Zhang, Xiaoping Gao, Xiang Chen, Ping Zhou
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2016-11-01
Series:	Frontiers in Neurology
Subjects:	stroke rehabilitation pattern recognition channel selection myoelectric control Wavelet packet transform
Online Access:	http://journal.frontiersin.org/Journal/10.3389/fneur.2016.00197/full

Similar Items

Performance Analysis of MIMO Wavelet Packet Multicarrier Multicode CDMA System with Antenna Selection
by: Maryam Mahmoud Akho-Zahieh, et al.
Published: (2019-01-01)

FPGA Realization of Two-DimensionalWavelet and Wavelet Packet Transform
by: Mohammed N. Al-Turfi, et al.
Published: (2005-01-01)

Phoneme Recognition Using Wavelet Packets
by: Rangaswamy, Vidya
Published: (2006)

Myoelectric interface training enables targeted reduction in abnormal muscle co-activation
by: Kishta, A., et al.
Published: (2022)

Wavelet Packet Based Multicarrier CDMA Wireless Communication Systems
by: Zhang, Hongbing
Published: (2004)

FPGA Realization of Two-Dimensional Wavelet and Wavelet Packet Transform
by: Walid A. Mahmoud, et al.
Published: (2017-12-01)

Wavelet Packet and Granular Computing With Application to Communication Emitter Recognition
by: Ping Sui, et al.
Published: (2019-01-01)

Speech Encryption Using Wavelet Packets
by: Bopardikar, Ajit S
Published: (2005)

The development of a myoelectric training tool for above-elbow amputees
by: Dawson, Michael R
Published: (2011)

Characterization of EEG Signals Using Wavelet Packet and Fuzzy Entropy in Motor Imagination Tasks
by: Boris Alexander Medina, et al.
Published: (2017-05-01)

Denoising in Wavelet Packet Domain via Approximation Coefficients
by: Zahra Vahabi, et al.
Published: (2012-01-01)

Myoelectric Gaming in the Rehabilitation of Patients with C7 Spinal Cord Injury
by: Ramón de la Rosa, et al.
Published: (2019-05-01)

Análise da eficiência de recuperação por conteúdo de imagens médicas, utilizando extratores de textura baseados em Wavelet e Wavelet Packet
by: Ana Cláudia Paris
Published: (2008)

Análise da eficiência de recuperação por conteúdo de imagens médicas, utilizando extratores de textura baseados em Wavelet e Wavelet Packet
by: Paris, Ana Cláudia
Published: (2008)

Feature Extraction for Bearing Fault Detection Using Wavelet Packet Energy and Fast Kurtogram Analysis
by: Xiaojun Zhang, et al.
Published: (2020-10-01)

Investigation into the control of an upper-limb myoelectric prosthesis
by: Roberts, Steven Michael
Published: (2002)

Classification complexity in myoelectric pattern recognition
by: Niclas Nilsson, et al.
Published: (2017-07-01)

Auditory ERB like admissible wavelet packet features for TIMIT phoneme recognition
by: P.K. Sahu, et al.
Published: (2014-09-01)

Factors Influencing Myoelectric Wearing Patterns of Pediatric Prosthetics Patients
by: Glenn, Shannon M. (Shannon Richardson)
Published: (1996)

A Study of Myoelectric Signal Processing
by: Liu, Lukai
Published: (2016)

Using Wavelet Packet Transform for Surface Roughness Evaluation and Texture Extraction
by: Xiao Wang, et al.
Published: (2017-04-01)

Speech Subvocal Signal Processing using Packet Wavelet and Neuronal Network
by: Luis E. Mendoza, et al.
Published: (2013-11-01)

Calibration Analysis of High-G MEMS Accelerometer Sensor Based on Wavelet and Wavelet Packet Denoising
by: Yunbo Shi, et al.
Published: (2021-02-01)

Comparison of feature extraction from wavelet packet based on reconstructed signals versus wavelet packet coefficients for fault diagnosis of rotating machinery
by: Mostafa Rostaghi, et al.
Published: (2016-02-01)

Wavelet Packet Decomposition for IEC Compliant Assessment of Harmonics under Stationary and Fluctuating Conditions
by: Stefano Lodetti, et al.
Published: (2019-11-01)

Three velocity modulated myoelectric A/K prosthesis controllers ; initial subject evaluation
by: Galloway, Ronny N
Published: (2005)

Articulation based admissible wavelet packet feature based on human cochlear frequency response for TIMIT speech recognition
by: Astik Biswas, et al.
Published: (2014-12-01)

Handwritten Digit Recognition by Fourier-Packet Descriptors
by: Vincent Berthiaume, et al.
Published: (2012-12-01)

Assessment of Myoelectric Controller Performance and Kinematic Behavior of a Novel Soft Synergy-inspired Robotic Hand for Prosthetic Applications
by: Simone Fani, et al.
Published: (2016-10-01)

A Fall Posture Classification and Recognition Method Based on Wavelet Packet Transform and Support Vector Machine
by: Qingyun Zhang, et al.
Published: (2021-05-01)

Combined Power Quality Disturbances Recognition Using Wavelet Packet Entropies and S-Transform
by: Zhigang Liu, et al.
Published: (2015-08-01)

Comparison of Wavelet Packet and Wavelet in Solving Arbitrary Array of Parallel Wires Integral Equations in Electromagnetics
by: M. Bayjja, et al.
Published: (2020-11-01)

Some Results on the Wavelet Packet Decomposition of Nonstationary Processes
by: Touati Sami, et al.
Published: (2002-01-01)

Forecasting monthly groundwater level fluctuations in coastal aquifers using hybrid Wavelet packet–Support vector regression
by: N. Sujay Raghavendra, et al.
Published: (2015-12-01)

Nichtstationäre Filterung mit Hilfe Analytischer Wavelet Packets am Beispiel von Sprachsignalen
Published: (2009)

Effect of User Practice on Prosthetic Finger Control With an Intuitive Myoelectric Decoder
by: Agamemnon Krasoulis, et al.
Published: (2019-09-01)

Local Band Spectral Entropy Based on Wavelet Packet Applied to Surface EMG Signals Analysis
by: Xiaoling Chen, et al.
Published: (2016-01-01)

Wavelet packet transform based ECG signal filtering implemented in reconfigurable hardware structure
by: Zoltán Germán-Salló,, et al.
Published: (2014-05-01)

Improved prosthetic hand control with concurrent use of myoelectric and inertial measurements
by: Agamemnon Krasoulis, et al.
Published: (2017-07-01)

Application of Shannon Wavelet Entropy and Shannon Wavelet Packet Entropy in Analysis of Power System Transient Signals
by: Jikai Chen, et al.
Published: (2016-12-01)