Ganesh R. Naik
Orcid: 0000-0003-1790-9838
According to our database1,
Ganesh R. Naik
authored at least 82 papers
between 2006 and 2024.
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Bibliography
2024
Recent Innovations in Footwear Sensors: Role of Smart Footwear in Healthcare - A Survey.
CoRR, 2024
Empowering Healthcare With IoMT: Evolution, Machine Learning Integration, Security, and Interoperability Challenges.
IEEE Access, 2024
2023
Comput. Biol. Medicine, November, 2023
Combined Cardiac and Respiratory Monitoring from a Single Signal: A Case Study Employing the Fantasia Database.
Sensors, September, 2023
Frontiers Neurorobotics, June, 2023
Frontiers Neurorobotics, June, 2023
2022
Single Channel Surface Electromyogram Deconvolution is a Useful Pre-Processing for Myoelectric Control.
IEEE Trans. Biomed. Eng., 2022
Seizure Detection: A Low Computational Effective Approach without Classification Methods.
Sensors, 2022
Low complex Hardware Architecture Design Methodology for Cubic Spline Interpolation Technique for Assistive Technologies.
Proceedings of the 20th IEEE Interregional NEWCAS Conference, 2022
2021
Biosignal-Based Human-Machine Interfaces for Assistance and Rehabilitation: A Survey.
Sensors, 2021
Epilepsy attacks recognition based on 1D octal pattern, wavelet transform and EEG signals.
Multim. Tools Appl., 2021
Enhanced forensic speaker verification performance using the ICA-EBM algorithm under noisy and reverberant environments.
Evol. Intell., 2021
2020
Sensors, 2020
Forcecardiography: A Novel Technique to Measure Heart Mechanical Vibrations onto the Chest Wall.
Sensors, 2020
Robotics, 2020
Detection of Atrial Fibrillation from Single Lead ECG Signal Using Multirate Cosine Filter Bank and Deep Neural Network.
J. Medical Syst., 2020
A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks.
Future Gener. Comput. Syst., 2020
2019
Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method.
Sensors, 2019
Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation.
Sensors, 2019
A Comparison of Reflective Photoplethysmography for Detection of Heart Rate, Blood Oxygen Saturation, and Respiration Rate at Various Anatomical Locations.
Sensors, 2019
J. Intell. Fuzzy Syst., 2019
A Piezoresistive Array Armband With Reduced Number of Sensors for Hand Gesture Recognition.
Frontiers Neurorobotics, 2019
Automated detection of congestive heart failure from electrocardiogram signal using Stockwell transform and hybrid classification scheme.
Comput. Methods Programs Biomed., 2019
2018
Nonparametric dynamical model of cardiorespiratory responses at the onset and offset of treadmill exercises.
Medical Biol. Eng. Comput., 2018
Low-complexity hardware design methodology for reliable and automated removal of ocular and muscular artifact from EEG.
Comput. Methods Programs Biomed., 2018
2017
Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System.
IEEE J. Biomed. Health Informatics, 2017
Optimized phase-space reconstruction for accurate musical-instrument signal classification.
Multim. Tools Appl., 2017
Dynamically identifying relevant EEG channels by utilizing channels classification behaviour.
Expert Syst. Appl., 2017
Enhanced Forensic Speaker Verification Using a Combination of DWT and MFCC Feature Warping in the Presence of Noise and Reverberation Conditions.
IEEE Access, 2017
Enhanced forensic speaker verification using multi-run ICA in the presence of environmental noise and reverberation conditions.
Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, 2017
A system for accelerometer-based gesture classification using artificial neural networks.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Shape memory effect of nano-ferromagnetic particle doped NiTi for orthopedic devices and rehabilitation techniques.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review.
IEEE Access, 2016
IEEE Access, 2016
Low Complexity Single Channel ICA Architecture Design Methodology for Pervasive Healthcare Applications.
Proceedings of the 2016 IEEE International Workshop on Signal Processing Systems, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Shape memory alloy smart knee spacer to enhance knee functionality: Model design and finite element analysis.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Selecting optimal EEG channels for mental tasks classification: An approach using ICA.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis.
IEEE J. Biomed. Health Informatics, 2015
Dependence Independence Measure for Posterior and Anterior EMG Sensors Used in Simple and Complex Finger Flexion Movements: Evaluation Using SDICA.
IEEE J. Biomed. Health Informatics, 2015
Nonlinear multiscale Maximal Lyapunov Exponent for accurate myoelectric signal classification.
Appl. Soft Comput., 2015
An accurate clustering algorithm for fast protein-profiling using SCICA on MALDI-TOF.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Online and automated reliable system design to remove blink and muscle artefact in EEG.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Signal processing evaluation of myoelectric sensor placement in low-level gestures: sensitivity analysis using independent component analysis.
Expert Syst. J. Knowl. Eng., 2014
Using Blind Source Separation on accelerometry data to analyze and distinguish the toe walking gait from normal gait in ITW children.
Biomed. Signal Process. Control., 2014
Classification of finger extension and flexion of EMG and Cyberglove data with modified ICA weight matrix.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Automated detection and correction of eye blink and muscular artefacts in EEG signal for analysis of Autism Spectrum Disorder.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Circuits Syst. Signal Process., 2013
A new approach to improve the quality of biosensor signals using Fast Independent Component Analysis: Feasibility study using EMG recordings.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Single channel blind source separation based local mean decomposition for Biomedical applications.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram.
J. Medical Syst., 2012
Informatica, 2012
2011
Informatica (Slovenia), 2011
Evaluation of higher order statistics parameters for multi channel sEMG using different force levels.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
IEEE Trans. Inf. Technol. Biomed., 2010
2009
EURASIP J. Adv. Signal Process., 2009
Information based filtering of audio for multimedia applications.
Proceedings of the IADIS International Conference Applied Computing 2009, 2009
Estimation of Muscle Fatigue during Cyclic Contractions Using Source Separation Techniques.
Proceedings of the DICTA 2009, 2009
2008
Limitations and Applications of ICA for Surface electromyogram for Identifying Hand Gestures.
Int. J. Comput. Intell. Appl., 2008
Proceedings of the 12th international conference on Entertainment and media in the ubiquitous era, 2008
Multi run ICA and surface EMG based signal processing system for recognising hand gestures.
Proceedings of 8th IEEE International Conference on Computer and Information Technology, 2008
2007
Improving Isometric Hand Gesture Identification for HCI based on Independent Component Analysis in Bio-signal Processing.
Proceedings of the Pattern Recognition in Information Systems, 2007
Recognition of Human Voice Utterances from Facial Surface EMG without Using Audio Signals.
Proceedings of the Enterprise Information Systems, 9th International Conference, 2007
Subtle Hand Gesture Identification for HCI Using Temporal Decorrelation Source Separation BSS of Surface EMG.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007
Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007
2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006