Articles in International Journals

Feature Reduction and Selection for EMG Signal Classification

Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul

Expert Systems with Applications   IF(2021): 8.5

Vol. 39, No. 8, 15 June 2012, pp. 7420-7431, doi no: 10.1016/j.eswa.2012.01.102.

Full Paper  (> 1265 citations in Google Scholar | Highly cited paper in ISI Web of Science (Top 1% of engineering research field) | Top 25 most cited ESA articles)

Fractal Analysis Features for Weak and Single-Channel Upper-Limb EMG Signal

Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul

Expert Systems with Applications   IF(2021): 8.5

Vol. 39, No. 12, 15 September 2012, pp. 11156-11163, doi no: 10.1016/j.eswa.2012.03.039.

Full Paper

Investigating Long-Term Effects of Feature Extraction Methods for Continuous EMG Pattern Classification

Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul

Fluctuation and Noise Letters   IF(2021): 1.8

Vol. 11, No. 4, December 2012, 1250028 (17 pages), doi no: 10.1142/S0219477512500289.

Full Paper (PDF)

Feature Extraction and Reduction of Wavelet Transform Coefficients for EMG Pattern Classification

Angkoon Phinyomark, Asan Nuidod, Pornchai Phukpattaranont, Chusak Limsakul

Elektronika Ir Elektrotechnika   IF(2021): 1.3

Vol. 122, No. 6, June 2012, pp. 27-32, doi no: 10.5755/j01.eee.122.6.1816.

Full Paper (Open Access) (The second most highly cited article of EEE in ISI Web of Science among 1977 articles)

Application of Linear Discriminant Analysis in Dimensionality Reduction for Hand Motion Classification

Angkoon Phinyomark, Huosheng Hu, Pornchai Phukpattaranont, Chusak Limsakul

Measurement Science Review   IF(2021): 0.9

Vol. 12, No. 3, May 2012, pp. 82-89, doi no: 10.2478/v10048-012-0015-8.

Full Paper (Open Access)  (Top 20 most downloaded MSR articles)

Development of Robust EOG-Based Human-Computer Interface Controlled by Eight-Directional Eye Movements

Siriwadee Aungsakun, Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul

International Journal of Physical Sciences

Vol. 7, No. 14, March 2012, pp. 2196-2208, doi no: 10.5897/IJPS11.1486.

Full Paper (Open Access)

A Review of Control Methods for Electric Power Wheelchairs Based on Electromyography (EMG) Signals with Special Emphasis on Pattern Recognition

Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul

IETE Technical Review   IF(2021): 2.4

Vol. 28, No. 4, July-August 2011, pp. 316-326, doi no: 10.4103/0256-4602.83552.

Full Paper (PDF)  (Top 20 most cited IETE TR articles)

Electromyography (EMG) Signal Classification Based on Detrended Fluctuation Analysis

Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul, Montri Phothisonothai

Fluctuation and Noise Letters   IF(2021): 1.8

Vol. 10, No. 3, September 2011, pp. 281-301, doi no: 10.1142/S0219477511000570.

Full Paper (PDF)

Wavelet-based Denoising Algorithm for Robust EMG Pattern Recognition

Angkoon Phinyomark, Pornchai Phukpattaranont, Chusak Limsakul

Fluctuation and Noise Letters   IF(2021): 1.8

Vol. 10, No. 2, June 2011, pp. 157-167, doi no: 10.1142/S0219477511000466.

Full Paper (PDF)

Critical Exponent Analysis Applied to Surface Electromyography (EMG) Signals for Gesture Recognition

Angkoon Phinyomark, Montri Phothisonothai, Pornchai Phukpattaranont, Chusak Limsakul

Metrology and Measurement Systems   IF(2021): 1.0

Vol. 18, No. 4, December 2011, pp. 645-658, doi no: 10.2478/v10178-011-0061-9.

Full Paper (Open Access)

Application of Wavelet Analysis in EMG Feature Extraction for Pattern Classification

Angkoon Phinyomark, Chusak Limsakul, Pornchai Phukpattaranont

Measurement Science Review   IF(2021): 0.9

Vol. 11, No. 2, June 2011, pp. 45-52, doi no: 10.2478/v10048-011-0009-y.

Full Paper (Open Access)  (The most highly cited article of MSR in ISI Web of Science among 386 articles / Top 20 most downloaded MSR articles)

Evaluation of Movement Types and Electrode Positions for EMG Pattern Classification Based on Linear and Non-linear Features

Angkoon Phinyomark, Montri Phothisonothai, Pornchai Phukpattaranont, Chusak Limsakul

European Journal of Scientific Research

Vol. 62, No. 1, October 2011, pp. 24-34.

Full Paper (Open Access)

Optimal Wavelet Functions in Wavelet Denoising for Multifunction Myoelectric Control

Angkoon Phinyomark, Chusak Limsakul, Pornchai Phukpattaranont

ECTI Transactions on Electrical Eng., Electronics, and Communications

Vol. 8, No. 1, February 2010, pp. 43-52, doi no: 10.37936/ecti-eec.201081.172001.

Full Paper (Open Access)

A Novel Feature Extraction for Robust EMG Pattern Recognition

Angkoon Phinyomark, Chusak Limsakul, Pornchai Phukpattaranont

Journal of Computing

Vol. 1, No. 1, December 2009, pp. 71-80.

Full Paper (Open Access)  (> 643 citations in Google Scholar)