Examining mental workload based on multiple physiological signals: Review of the multi-attribute task battery (MATB) technique  

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作  者:Jiapu Chai Yan Li 

机构地区:[1]Key Laboratory of Biomechanics and Mechanobiology(Beihang University),Ministry of Education Beijing Advanced Innovation Center for Biomedical Engineering School of Biological Science and Medical Engineering,Beihang University,Beijing,100191,China

出  处:《Medicine in Novel Technology and Devices》2024年第4期46-56,共11页医学中新技术与新装备(英文)

摘  要:MATB(Multi-Attribute Task Battery),developed by NASA,simulates real-world task demands and work environments.It assesses human cognitive and executive abilities in high-load,complex task settings,as well as their adaptive capacity for task switching and attention allocation.This article reviews MATB's primary applications and usage,exploring mental workload-related research with MATB,analyzing experimental procedure design,objective physiological signals,and model construction.This analysis facilitates a comprehensive understanding of utilizing MATB for mental workload experiments and improving experimental design.Additionally,it proposes a more comprehensive and scientific experimental procedure for cognitive load research using MATB.Through this review,researchers gain insights into the versatility and potential of MATB as a tool for assessing mental workload and optimizing experimental design in various fields.

关 键 词:Multi-attribute task battery Mental workload models Artificial intelligence Multiple physiological signals 

分 类 号:TN9[电子电信—信息与通信工程]

 

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