1. Introduction
Determining the fatigue level of the driver can be vitally important for safe driving. The success of fatigue level estimation is increasing in parallel with developments in the field of signal processing and areas of its application. Owing to the introduction of the electrical vehicle, application areas of fatigue detection systems have been rapidly increasing nowadays. This increase is not only limited to electric vehicles but also includes petrol vehicles and this trend will continue to rise [1].