Book chapter
UAV Operators Workload Assessment by Optical Brain Imaging Technology (fNIR)
Handbook of Unmanned Aerial Vehicles, pp 2475-2500
09 Aug 2014
Abstract
The use of unmanned aerial vehicles (UAVs) is expected to increase exponentially over the next few years. UAV ground operators are required to acquire skills quickly and completely, with a level of expertise that builds the operator’s confidence in his/her ability to control the UAV under adverse conditions. As UAVs are held to increasingly higher standards of efficiency and safety, operators are routinely required to perform more informationally dense and cognitively demanding tasks, resulting in increased cognitive workloads during operation. Functional brain monitoring offers the potential to help UAV operators meet these challenges. Recent research has demonstrated the utility of near- infrared-based functional brain imaging systems (fNIRs) for the purpose of monitoring frontal cortical areas that support executive functions (attention, working memory, response monitoring). This technology provides portable, safe, affordable, noninvasive, and minimally intrusive monitoring systems with rapid application times for continuous measures of cortical activity. fNIR technology allows continuous monitoring of operators during training as they develop expertise, as well as the capacity to monitor their cognitive workload under operational conditions while controlling UAVs in critical missions. This chapter discusses the utilization of fNIR in the monitoring of a cognitive workload during UAV operation, and as an objective measure of expertise development, that is, the transition from novice to expert during operator training.
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28 citations in Scopus
Details
- Title
- UAV Operators Workload Assessment by Optical Brain Imaging Technology (fNIR)
- Creators
- Kurtulus Izzetoglu - School of Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, USAHasan Ayaz - School of Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, USAJames T Hing - Department of Mechanical Engineering and Mechanics, Drexel Autonomous Systems Lab, Drexel University, Philadelphia, USAPatricia A Shewokis - College of Nursing and Health Professions and Schoolof Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, USAScott C Bunce - Department of Psychiatry, M.S. Hershey Medical Center, Penn State University College of Medicine, Hershey, USAPaul Oh - Formerly with Drexel University, Currently: University of Nevada, Las Vegas, USABanu Onaral - School of Biomedical Engineering, Science and Health Systems, Drexel University, Philadelphia, USA
- Publication Details
- Handbook of Unmanned Aerial Vehicles, pp 2475-2500
- Publisher
- Springer Netherlands; Dordrecht
- Resource Type
- Book chapter
- Language
- English
- Academic Unit
- School of Biomedical Engineering, Science, and Health Systems; Nutrition Sciences
- Scopus ID
- 2-s2.0-84944556218
- Other Identifier
- 991014877991504721