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  4. Multimodal Recognition of Cognitive Workload for Multitasking in the Car
 
Zitierlink DOI
10.26092/elib/2333
Verlagslink DOI
10.1109/ICPR.2010.913

Multimodal Recognition of Cognitive Workload for Multitasking in the Car

Veröffentlichungsdatum
2010
Autoren
Putze, Felix  
Jarvis, Jan-Philip  
Schultz, Tanja  
Zusammenfassung
This 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.
Schlagwörter
Cognitive workload multimodal recognition

; 

Car

; 

Multiple biosignal streams

; 

Skin conductance

; 

Pulse

; 

Respiration

; 

EEG

; 

SVM based workload classifier

; 

Simulator
Fachbereich
Fachbereich 03: Mathematik/Informatik (FB 03)  
Dokumenttyp
Konferenzbeitrag
Zeitschrift/Sammelwerk
20th International Conference on Pattern Recognition (ICPR), 2010  
Startseite
3748
Endseite
3751
Zweitveröffentlichung
Ja
Dokumentversion
Postprint
Lizenz
Alle Rechte vorbehalten
Sprache
Englisch
Dateien
Lade...
Vorschaubild
Name

PutzeJarvisSchultz_Multimodal recognition of Cognitive Workload_2010_accepted-version_PDF-A.pdf

Size

711.08 KB

Format

Adobe PDF

Checksum

(MD5):716c3b1ce41c4d78dfd20fc899aa78ff

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