1. A fuzzy logic based system for detection of car driver's vigilance level
- Creator:
- Coufal, David
- Format:
- bez média and svazek
- Type:
- model:article and TEXT
- Subject:
- EEG spectrograms, implicate fuzzy system, and micro-sleeps detection
- Language:
- English
- Description:
- The paper presents an application of fuzzy logic modeling techniques for design and development of a classification system for car driver's vigilance level detection. Especially, the micro-sleeps detection is of our primary interest. Detection is based on a pattern analysis of EEG signal spectrograms, which are acquired by monitoring the driver during a driving process. The system is based on the concept of radial implicative fuzzy system, which can be treated as a logical system accommodating acquired knowledge in a structured form.
- Rights:
- http://creativecommons.org/publicdomain/mark/1.0/ and policy:public