• Acta Optica Sinica
  • Vol. 34, Issue 11, 1130002 (2014)
Pan Jinjin*, Jiao Xuejun, Jiang Jing, Xu Fenggang, and Yang Hanjun
Author Affiliations
  • [in Chinese]
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    DOI: 10.3788/aos201434.1130002 Cite this Article Set citation alerts
    Pan Jinjin, Jiao Xuejun, Jiang Jing, Xu Fenggang, Yang Hanjun. Mental Workload Assessment Based on Functional Near-Infrared Spectroscopy[J]. Acta Optica Sinica, 2014, 34(11): 1130002 Copy Citation Text show less
    References

    [1] G Durantin, J F Gagnon, S Tremblay, et al.. Using near infrared spectroscopy and heart rate variability to detect mental overload [J]. Behavioural Brain Research, 2014, 259(2): 16-23.

    [2] S G Hart, L E Staveland. Development of NASA-TLX (task load index): Results of empirical and theoretical research [J]. Advances in Psychology, 1988, 52(1): 139-183.

    [3] W B Rouse, S L Edwards, J M Hammer. Modeling the dynamics of mental workload and human performance in complex systems [J]. IEEE Transactions on Systems, Man, & Cybernetics, 1993, 23(6): 1662-1671.

    [4] D Elmes, B Kantowitz, III H Roediger. Research Methods in Psychology [M].Belmont: Cengage Learning, 2011. 221-230.

    [5] Ge Liezhong, Li Hongting, Wang Duming. Engineering Psychology [M]. Beijing: Renmin University of China Press, 2012. 185-190.

    [6] K Mandrick, G Derosiere, G Dray, et al.. Prefrontal cortex activity during motor tasks with additional mental load requiring attentional demand: a near-infrared spectroscopy study [J]. Neuroscience Research, 2013, 76(3): 156-162.

    [7] Liu Zhongqi, Yuan Xiugan, Liu Tao, et al.. Mental workload measurement technology in aviation ergonomics [J]. Ergonomics, 2003, 9(2): 19-22.

    [8] Dong Mingqing, Ma Ruishan, Cheng Hongwei. Multivariate dual task mental workload assessment discriminant analysis [J]. Space Medicine & Medical Engineering, 1997, 10(5): 358-362.

    [9] E M Peck, D Afergan, B F Yuksel, et al.. Using fNIRS to Measure Mental Workload in the Real World [M]. London: Springer London, 2014. 117-139.

    [10] M Strait, M Scheutz. What we can and cannot (yet) do with functional near infrared spectroscopy [J]. Frontiers in Neuroscience, 2014, 8(5): 117-125.

    [11] E Kirilina, A Jelzow, A Heine, et al.. The physiological origin of task-evoked systemic artefacts in functional near infrared spectroscopy [J]. Neuroimage, 2012, 61(1): 70-81.

    [12] A Villringer, B Chance. Non-invasive optical spectroscopy and imaging of human brain function [J]. Trends in Neurosciences, 1997, 20(10): 435-442.

    [13] Pan Jinjin, Jiao Xuejun. New application, development and aerospace prospect of FNIRS [J]. Engineering, 2013, 5(5): 47-52.

    [14] Zhou Zhenyu, Yang Hongyu, Gong Hui, et al.. Brain signal analysis of functional near-infrared imaging based on Hilbert-Huang transform [J]. Acta Optica Sinica, 2007, 27(2): 307-312.

    [15] Zhu Dan, Wu Guiling, Luo Qingming, et al.. Photonics diffusion for small source-detector separations of tissue [J]. Acta Optica Sinica, 2006, 25(5): 638-642.

    [16] Y Gu, Y Song, A Constantinescu. Comparison of tumor vascular blood volume measured by near infrared spectroscopy and 19F NMR spectroscopy [J]. Chin Opt Lett, 2005, 3(0S): S179-S181.

    [17] Xia Hui, Liu Wenqing, Zhang Yujun, et al.. An approach of open-path gas sensor based on tunable diode laser absorption spectroscopy [J]. Chin Opt Lett, 2008, 6(6): 437-440.

    [18] A Villringer, B Chance. Non-invasive optical spectroscopy and imaging of human brain function [J]. Trends in Neurosciences, 1997, 20(10): 435-442.

    [19] B Chance, J S Leigh, H Miyake, et al.. Comparison of time-resolved and-unresolved measurements of deoxyhemoglobin in brain [J]. Proceedings of the National Academy of Sciences, 1988, 85(14): 4971-4975.

    [20] H Ayaz, P A Shewokis, S Bunce, et al.. Optical brain monitoring for operator training and mental workload assessment [J]. Neuroimage, 2012, 59(1): 36-47.

    [21] J Menda, J T Hing, H Ayaz, et al.. Optical brain imaging to enhance UAV operator training, evaluation, and interface development [J]. Journal of Intelligent & Robotic Systems, 2011, 61(1): 423-443.

    [22] Jiao Xuejun, Bai Jing, Chen Shanguang, et al.. Monitoring mental fatigue in analog space environment using optical brain imaging [J]. Engineering, 2013, 5(5): 53-57.

    [23] C Herff, D Heger, O Fortmann, et al.. Mental workload during N-back task—quantified in the prefrontal cortex using fNIRS [J]. Frontiers in Human Neuroscience, 2013, 7(1): 935-940.

    [24] D A Boas, C E Elwell, M Ferrari, et al.. Twenty years of functional near-infrared spectroscopy: introduction for the special issue [J]. NeuroImage, 2014, 85(1): 1-5.

    [25] R Cabestrero, A Crespo, P Quirós. Pupillary dilation as an index of task demands [J]. Perceptual and Motor Skills, 2009, 109(3): 664-78.

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    Pan Jinjin, Jiao Xuejun, Jiang Jing, Xu Fenggang, Yang Hanjun. Mental Workload Assessment Based on Functional Near-Infrared Spectroscopy[J]. Acta Optica Sinica, 2014, 34(11): 1130002
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