Domain knowledge-assisted multi-objective evolutionary algorithm for channel selection in brain-computer interface systems [PDF]
Frontiers in Neuroscience, 2023 BackgroundFor non-invasive brain-computer interface systems (BCIs) with multiple electroencephalogram (EEG) channels, the key factor limiting their convenient application in the real world is how to perform reasonable channel selection while ensuring ...
Tianyu Liu, An Ye
doaj +2 more sources
Evolutionary Multitasking-Based Multiobjective Optimization Algorithm for Channel Selection in Hybrid Brain Computer Interfacing Systems [PDF]
Frontiers in Neuroscience, 2021 Hybrid-modality brain-computer Interfaces (BCIs), which combine motor imagery (MI) bio-signals and steady-state visual evoked potentials (SSVEPs), has attracted wide attention in the research field of neural engineering.
Tianyu Liu +3 more
doaj +2 more sources
Multi-Scale Feature and Multi-Channel Selection toward Parkinson’s Disease Diagnosis with EEG [PDF]
SensorsObjective: Motivated by Health Care 4.0, this study aims to reducing the dimensionality of traditional EEG features based on manual extracted features, including statistical features in the time and frequency domains.
Haoyu Wu +5 more
doaj +2 more sources
Customer's Channel Selection Behavior on Purchasing Standardized and Customized Products: Optimized Prices and Channel Performances [PDF]
Frontiers in Psychology, 2022 Nowadays, the traditional production is unable to meet the new diverse needs of target customers. In the current customization era, more and more companies are required by customers to provide more desirable customized products.
Bisheng Du +6 more
doaj +2 more sources
Research on Channel Selection and Multi-Feature Fusion of EEG Signals for Mental Fatigue Detection [PDF]
Entropy, 2021 With the rapid development of modern social science and technology, the pace of life is getting faster, and brain fatigue has become a sub-health state that seriously affects the normal life of people.
Quan Liu +6 more
doaj +2 more sources
A learnable EEG channel selection method for MI-BCI using efficient channel attention [PDF]
Frontiers in Neuroscience, 2023 IntroductionDuring electroencephalography (EEG)-based motor imagery-brain-computer interfaces (MI-BCIs) task, a large number of electrodes are commonly used, and consume much computational resources. Therefore, channel selection is crucial while ensuring
Lina Tong +5 more
doaj +2 more sources
Two-stage sparse multi-objective evolutionary algorithm for channel selection optimization in BCIs [PDF]
Frontiers in Human NeuroscienceBackgroundChannel selection has become the pivotal issue affecting the widespread application of non-invasive brain-computer interface systems in the real world.
Tianyu Liu +4 more
doaj +2 more sources
Automated Channel Selection in High-Density sEMG for Improved Force Estimation [PDF]
Sensors, 2020 Accurate and real-time estimation of force from surface electromyogram (EMG) signals enables a variety of applications. We developed and validated new approaches for selecting subsets of high-density (HD) EMG channels for improved and lower ...
Gelareh Hajian, Ali Etemad, Evelyn Morin
doaj +2 more sources
CHANNEL ALLOCATION FOR WIRELESS NETWORKS BASED ON INTELLIGENT METHOD [PDF]
Acta Electrotechnica et Informatica, 2021 In this paper, will be presented actual research of the intelligent channel allocation. The intelligent channel allocation is based on combination of fuzzy logic method and game theory attributes to increase quality of link in network.
Dominik NEZNÍK, Ľubomír DOBOŠ
doaj +1 more source
Excluded Channel Selection Scheme for Dynamic Spectrum Sharing in Various Interference Environments
IEEE Access, 2023 Dynamic spectrum sharing (DSS), in which multiple wireless systems share the same radio resource, has been considered to improve frequency utilization efficiency.
Hideya So, Hayato Soya
doaj +1 more source