Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review

Journal Paper
Ganesh R Naik, S Easter Suviseshamuthu, Massimiliano Gobbo, Amit Acharyya and Hung T Nguyen
IEEE ACCESS Journal, Volume 4, Pages 4025-4037. Impact Factor 3.244 (2016)
Publication year: 2016

Nonlinear multiscale Maximal Lyapunov Exponent for accurate myoelectric signal classification

Journal Paper
Yina Guo, Ganesh R.Naik, Shuhua Huang, Ajith Abraham, and Hung T.Nguyen
Applied Soft Computing, Volume 36, November 2015, Pages 633-640. Impact Factor: 3.541 (2016)
Publication year: 2015

Non Negative Matrix Factorization for the Identification of EMG finger movements: Evaluation using matrix analysis

Journal Paper
Ganesh R. Naik and Hung T. Nguyen
IEEE Journal of Biomedical and Health Informatics (JBHI), Volume 19, Issue 2, Pages 478 - 485. Impact Factor: 3.45 (2016)
Publication year: 2015

Independence between two channels of surface electromyogram signal to measure the loss of motor units

Journal Paper
Sridhar Arjunan, Dinesh Kumar and Ganesh Naik
Measurement Science Review, Volume 13, Issue 3, Pages 152-155. Impact Factor: 1.344 (2016)
Publication year: 2015

Dependency Independency measure for posterior and anterior EMG sensors used in simple and complex finger flexion movements: Evaluation using SDICA

Journal Paper
Ganesh R. Naik, Kerry G Baker and Hung T. Nguyen
IEEE Journal of Biomedical and Health Informatics, Volume 19, Issue 5, Pages 1689-1696, Sept. 2015. Impact Factor 3.45 (2016)
Publication year: 2015

Using Blind Source Separation on accelerometry data to analyze and distinguish the toe walking gait from normal gait in ITW children

Journal Paper
Gita Pendharkar, Ganesh R. Naik and Hung T. Nguyen
Biomedical Signal Processing and Control, Volume 13, Pages 41-49, Publisher Elsevier. Impact Factor: 2.214 (2016)
Publication year: 2014

Signal processing evaluation of myoelectric sensor placement in low‐level gestures: sensitivity analysis using independent component analysis

Journal Paper
Ganesh R Naik, Dinesh K Kumar and Marimuthu Palaniswami
Expert Systems, Volume 31, Issue 1, Pages 91-99. Impact Factor: 1.18 (2016)
Publication year: 2014

Computation and evaluation of features of surface electromyogram to identify the force of muscle contraction and muscle fatigue

Journal Paper
BioMed research international, Volume 2014, Pages 1 - 6, Publisher Hindawi Publishing Corporation. Impact Factor: 2.476 (2016)
Publication year: 2014

Edge effect elimination in single-mixture blind source separation

Journal Paper
Yina Guo, Shuhua Huang, Yongtang Li and Ganesh R Naik
Circuits, Systems, and Signal Processing, Volume 32, Issue 5, Pages 2317-2334. Impact Factor: 1.694 (2016)
Publication year: 2013

Subtle electromyographic pattern recognition for finger movements: A pilot study using BSS techniques

Journal Paper
Ganesh R Naik and Dinesh K Kumar
Journal of Mechanics in Medicine and Biology, Volume 12, Issue 04, Pages 1250078, Publisher World Scientific Publishing Company. Impact Factor - 0.934 (2016)
Publication year: 2012

Remote rapid prototyping manufacturing network using optimization recurrent hidden Markov models

Journal Paper
Guo Yina, Wang Qinghua, Huang Shuhua and Ganesh R Naik
Journal of vibration and control, Volume 18, Issue 14, Pages 2122-2128, Publisher Sage Publications Impact Factor - 2.101 (2016).
Publication year: 2012

Measure of quality of source separation for sub-and super-Gaussian audio mixtures

Journal Paper
Ganesh R Naik
Informatica, Volume 23, Issue 4, Pages 581-599, Publisher Vilnius University Institute of Mathematics and Informatics. Impact Factor - 0.873.
Publication year: 2012

Identification of hand and finger movements using multi run ICA of surface electromyogram

Journal Paper
Ganesh R Naik and Dinesh K Kumar
Journal of medical systems Volume 36, Issue 2, Pages 841-851, Publisher Springer US. Impact Factor: 2.456 (2016)
Publication year: 2012

Estimation of independent and dependent components of non-invasive EMG using fast ICA: validation in recognising complex gestures

Journal Paper
Ganesh R Naik and Dinesh K Kumar
Computer methods in biomechanics and biomedical engineering, Volume 14, Issue 12, Pages 1105-1111, Publisher Taylor & Francis Group. Impact Factor: 1.909 (2016)
Publication year: 2012

Enhancement of the ill-conditioned original recordings using novel ICA technique

Journal Paper
Ganesh R Naik
International Journal of Electronics, 99, Issue 7, Pages 899-906, Publisher Taylor & Francis Group. Impact Factor - 0.729 (2016).
Publication year: 2012