Driver fatigue detection based on prefrontal EEG using multi-entropy measures and hybrid model
出版年份 2021 全文链接
标题
Driver fatigue detection based on prefrontal EEG using multi-entropy measures and hybrid model
作者
关键词
Prefrontal electroencephalogram (EEG), Driver fatigue, Entropy, Hybrid model, Wearable devices
出版物
Biomedical Signal Processing and Control
Volume 69, Issue -, Pages 102857
出版商
Elsevier BV
发表日期
2021-06-19
DOI
10.1016/j.bspc.2021.102857
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Eyeblink recognition improves fatigue prediction from single-channel forehead EEG in a realistic sustained attention task
- (2020) Li-Wei Ko et al. Journal of Neural Engineering
- Feature-level fusion approaches based on multimodal EEG data for depression recognition
- (2020) Hanshu Cai et al. Information Fusion
- Accurate Fatigue Detection Based on Multiple Facial Morphological Features
- (2019) Kangning Li et al. Journal of Sensors
- Asynchronous Control of P300-Based Brain–Computer Interfaces Using Sample Entropy
- (2019) Víctor Martínez-Cagigal et al. Entropy
- Research on fatigue driving detection using forehead EEG based on adaptive multi-scale entropy
- (2019) Haowen Luo et al. Biomedical Signal Processing and Control
- EEG-Based Spatio–Temporal Convolutional Neural Network for Driver Fatigue Evaluation
- (2019) Zhongke Gao et al. IEEE Transactions on Neural Networks and Learning Systems
- Driver Fatigue Detection Through Chaotic Entropy Analysis of Cortical Sources Obtained From Scalp EEG Signals
- (2019) Aritra Chaudhuri et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- A hierarchical structure based on Stacking approach for skin lesion classification
- (2019) Ghasem Shakourian Ghalejoogh et al. EXPERT SYSTEMS WITH APPLICATIONS
- Inherent Fuzzy Entropy for the Improvement of EEG Complexity Evaluation
- (2018) Zehong Cao et al. IEEE TRANSACTIONS ON FUZZY SYSTEMS
- Toward Drowsiness Detection Using Non-hair-Bearing EEG-Based Brain-Computer Interfaces
- (2018) Chun-Shu Wei et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Portable Drowsiness Detection through Use of a Prefrontal Single-Channel Electroencephalogram
- (2018) Mikito Ogino et al. SENSORS
- Towards Detection of Bus Driver Fatigue Based on Robust Visual Analysis of Eye State
- (2017) Bappaditya Mandal et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Driving Fatigue Detecting Based on EEG Signals of Forehead Area
- (2017) Zhendong Mu et al. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
- A Hybrid Approach to Detect Driver Drowsiness Utilizing Physiological Signals to Improve System Performance and Wearability
- (2017) Muhammad Awais et al. SENSORS
- Online Detection of Driver Fatigue Using Steering Wheel Angles for Real Driving Conditions
- (2017) Zuojin Li et al. SENSORS
- Improving EEG-Based Driver Fatigue Classification Using Sparse-Deep Belief Networks
- (2017) Rifai Chai et al. Frontiers in Neuroscience
- Driver fatigue detection through multiple entropy fusion analysis in an EEG-based system
- (2017) Jianliang Min et al. PLoS One
- Discrimination and classification of focal and non-focal EEG signals using entropy-based features in the EMD-DWT domain
- (2016) Anindya Bijoy Das et al. Biomedical Signal Processing and Control
- EEG-Based Person Authentication Using a Fuzzy Entropy-Related Approach with Two Electrodes
- (2016) Zhendong Mu et al. Entropy
- Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data
- (2016) Sangtae Ahn et al. Frontiers in Human Neuroscience
- Comparative Study of Wavelet-Based Unsupervised Ocular Artifact Removal Techniques for Single-Channel EEG Data
- (2016) Saleha Khatun et al. IEEE Journal of Translational Engineering in Health and Medicine-JTEHM
- Real-time illumination invariant lane detection for lane departure warning system
- (2015) Jongin Son et al. EXPERT SYSTEMS WITH APPLICATIONS
- Automatic detection of alertness/drowsiness from physiological signals using wavelet-based nonlinear features and machine learning
- (2015) Lan-lan Chen et al. EXPERT SYSTEMS WITH APPLICATIONS
- Identifying changes in EEG information transfer during drowsy driving by transfer entropy
- (2015) Chih-Sheng Huang et al. Frontiers in Human Neuroscience
- The detection of epileptic seizure signals based on fuzzy entropy
- (2015) Jie Xiang et al. JOURNAL OF NEUROSCIENCE METHODS
- Application of entropies for automated diagnosis of epilepsy using EEG signals: A review
- (2015) U. Rajendra Acharya et al. KNOWLEDGE-BASED SYSTEMS
- EEG entropy measures in anesthesia
- (2015) Zhenhu Liang et al. Frontiers in Computational Neuroscience
- Automated Detection of Driver Fatigue Based on Entropy and Complexity Measures
- (2013) Chi Zhang et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- iEzy-Drug: A Web Server for Identifying the Interaction between Enzymes and Drugs in Cellular Networking
- (2013) Jian-Liang Min et al. Biomed Research International
- The Appropriate Use of Approximate Entropy and Sample Entropy with Short Data Sets
- (2012) Jennifer M. Yentes et al. ANNALS OF BIOMEDICAL ENGINEERING
- Bearing Fault Diagnosis Based on Multiscale Permutation Entropy and Support Vector Machine
- (2012) Shuen-De Wu et al. Entropy
- Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness
- (2012) Gianluca Borghini et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Fast computation of sample entropy and approximate entropy in biomedicine
- (2011) Yu-Hsiang Pan et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Driver Inattention Monitoring System for Intelligent Vehicles: A Review
- (2011) Yanchao Dong et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Stock index forecasting based on a hybrid model
- (2011) Ju-Jie Wang et al. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
- Functional network changes associated with sleep deprivation and fatigue during simulated driving: Validation using blood biomarkers
- (2010) Sibsambhu Kar et al. CLINICAL NEUROPHYSIOLOGY
- Transfer entropy—a model-free measure of effective connectivity for the neurosciences
- (2010) Raul Vicente et al. JOURNAL OF COMPUTATIONAL NEUROSCIENCE
- Symbolic Transfer Entropy
- (2008) Matthäus Staniek et al. PHYSICAL REVIEW LETTERS
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