Putze, FelixFelixPutzeJarvis, Jan-PhilipJan-PhilipJarvisSchultz, TanjaTanjaSchultz2023-07-102023-07-102010978-1-4244-7542-1https://media.suub.uni-bremen.de/handle/elib/701210.26092/elib/2333This work describes the development and evaluation of a recognizer for different levels of cognitive workload in the car. We collected multiple biosignal streams (skin conductance, pulse, respiration, EEG) during an experiment in a driving simulator in which the drivers performed a primary driving task and several secondary tasks of varying difficulty. From this data, an SVM based workload classifier was trained and evaluated.enAlle Rechte vorbehaltenAlle Rechte vorbehaltenCognitive workload multimodal recognitionCarMultiple biosignal streamsSkin conductancePulseRespirationEEGSVM based workload classifierSimulator0Konferenzbeitragurn:nbn:de:gbv:46-elib70125