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MRTC research projects



IMod-Intelligent Concentration Monitoring and Warning System for Professional Drivers

Leader: Shahina Begum
Members: Shahina Begum, Maria Lindén, Mats Björkman, Peter Funk, Mobyen Uddin Ahmed
Research group:Intelligent Systems
Status: active , start date: 2011-08-31 , End date: 2013-08-30
Funding: KKS, Volvo Construction Equipment AB

 

Overview

The consequences of tiredness, drowsiness, stress and lack of concentration cause by a variety of different factors such as illness, sleep depletion, drugs and alcohol is a serious problem in traffic and when operating industrial equipment. The aim of the project is to develop an intelligent system that can monitor and manage drivers’ level of inattention depending on psychological and behavioral conditions/status using different physiological sensor signals. The system will be developed combining different types of intelligent and signal processing techniques. The research will provide the basis for building a prototype system able to provide continuous monitoring of the parameters while driving and generate suitable information/alarm to alert the driver about their driving performance.
 

Latest project publications [ Show all publications ]


Classification of Physiological Signals for Wheel Loader Operators Using Multi-Scale Entropy Analysis and Case-Based Reasoning, Shahina Begum, Shaibal Barua (external), Reno Filla ( Emerging Technologies, Volvo Construction Equipment, ), Mobyen Uddin Ahmed, Expert Systems with Applications , vol Accepted, Elsevier, July, 2013

EEG Sensor Based Classification for Assessing Psychological Stress, Shahina Begum, Shaibal Barua (external), 10th International Conference on Wearable Micro and Nano Technologies for Personalized Health, Tallinn, June, 2013

Case Studies on the Clinical Applications using Case-Based Reasoning, Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, 7th International Symposium Advances in Artificial Intelligence and Applications (AAIA'12), IEEE Xplore®, Wrocaw, Poland, Editor(s):Kwaœnicka Halina, Markowska-Kaczmar Urszula, Krawczyk Bartosz, September, 2012


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  • Latest update: 2012.08.24