Fuzzy and expert approaches to detection of micro-sleep

Neural Network World

Volumn 14, Issue 1, 2004, Pages 97-108

  Tichy, Tomas ^a  

^a CZECH TECHNICAL UNIVERSITY IN PRAGUE   (Czech Republic)

Author keywords

EEG; Fuzzy system; Knowledge system; Micro sleep

Indexed keywords

AUTOMOBILE DRIVERS; CMOS INTEGRATED CIRCUITS; ELECTROENCEPHALOGRAPHY; EXPERT SYSTEMS; FUZZY SETS; NEUROLOGY; PATHOLOGY; SENSORY PERCEPTION;

FUZZY SYSTEMS; KNOWLEDGE SYSTEMS; MICRO-SLEEP;

SLEEP RESEARCH;

EID: 1542471781     PISSN: 12100552     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (18)

1. Amundsen A. H., Sagberg F.: Hours of service regulations and the risk of fatigue- and sleep-related road accidents. TØI Report, Oslo, 659/2003.
2. Bittner R., Smrčka P., Pavelka M., Vysoký P., Poušek L.: ECG, EEG and EOG based fatigue indicators. Presented at Intelligent systems in patient care, Vienna, 2001, 01110801.
3. Brühning E., Haas I., Mäder H., Pfafferott I., Poepple-Dacker M.: telephone use while driving and traffic safety. 9th International confernce - Road safety in Europe, Bergish Gladbach/Cologne, Germany 1999.
4. Faber J.: Electroencephalography. Prague, UK, 1992.
5. Gevins A. S., Rémond A.: Methods of analysis of brain electrical and magnetic signals. Handbook of electroencephalography and clinical neurophysiology. Amsterdam-New York-Oxford, Elsevier, 1987.
6. Malaviya A.: On-line Handwriting recognition with a fuzzy feature description language. Disertation work, TU-Berlin 1996.
7. Novák M. et al.: Artificial neuron network, theory and application. Prague, C. H. Beck, 1998.
8. Novovičová J.: Probability and mathematics statistic. CTU, Praha, 1999.
9. Pokorný M.: Artificial intelligence in simulation and control. BEN, Praha, 1996.
10. Rosa A. C., Allen Lima J.: Fuzzy Classification of Microstructural Dynamics of Human Sleep. IEEE-SMC 1996, pp. 1108-1113.
11. Svoboda P.: Methods of analyses of EEG activity. Dissertation. CTU, Prague, 2001.
12. Štikar J., Hoskovec J., Štikarová J.: Psychology in traffic. UK, Prague, 2003.
13. Tichý T., Bureš Z.: The problem of detection of micro-sleep on human operator. University of Central Florida, Orlando, Florida, USA, 2001.
14. Tichý T.: Identification of system for detection of micro-sleep with fuzzy methodology. Development No. LSS 98/2001, Prague, 2000.
15. Tichý T.: Selection of significant parameters of drivers' attention decrease. Dissertation. CTU, Prague, 2000.
16. Tichy T.: System for detection and evaluation of micro-sleep. Dissertation work, Prague, 2003.
17. Wierwille W. W., Ellsworth L. A., Wreggit S. S., Fairbanks R. J., Kim C. L.: Research on Vehicle-Based Driver Status/Performance Monitoring; Development, Validation, and Refinement of Algorithms For Detection of Driver Drowsiness. U. S. Department of Transportation, National Highway Traffic Safety Administration. DOT HS 808 247, Final Report, 1994.
18. ALIEN technik Ltd.: User manual for apparatus of EEG 2/32. Hronov, CZ, 2003.