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Volumn 27, Issue 6, 2015, Pages 616-629

Workload estimation in physical human-robot interaction using physiological measurements

Author keywords

assistive technologies; human robot interaction; novel interaction paradigms; tangible interaction; virtual reality

Indexed keywords

ELECTROENCEPHALOGRAPHY; ELECTROPHYSIOLOGY; EYE TRACKING; MAN MACHINE SYSTEMS; NASA; PHYSIOLOGICAL MODELS; VIRTUAL REALITY;

EID: 84983349064     PISSN: 09535438     EISSN: None     Source Type: Journal    
DOI: 10.1093/iwc/iwu021     Document Type: Article
Times cited : (43)

References (42)
  • 3
    • 0027313191 scopus 로고
    • Component analysis of task-related respiratory patterns
    • Boiten, F. (1993) Component analysis of task-related respiratory patterns. Int. J. Psychophysiol., 15, 91-104.
    • (1993) Int. J. Psychophysiol. , vol.15 , pp. 91-104
    • Boiten, F.1
  • 4
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L. (2001) Random forests. Mach. Learn., 45, 5-32.
    • (2001) Mach. Learn. , vol.45 , pp. 5-32
    • Breiman, L.1
  • 5
    • 0030069472 scopus 로고    scopus 로고
    • Psychophysiological responses to changes in workload during simulated air traffic control
    • Brookings, J.B., Wilson, G.F. and Swain, C.R. (1996) Psychophysiological responses to changes in workload during simulated air traffic control. Biol. Psychol., 42, 361-377.
    • (1996) Biol. Psychol. , vol.42 , pp. 361-377
    • Brookings, J.B.1    Wilson, G.F.2    Swain, C.R.3
  • 6
    • 0030049656 scopus 로고    scopus 로고
    • Psychophysiology and adaptive automation
    • Byrne, E.A. and Parasuraman, R. (1996) Psychophysiology and adaptive automation. Biol. Psychol., 42, 249-268.
    • (1996) Biol. Psychol. , vol.42 , pp. 249-268
    • Byrne, E.A.1    Parasuraman, R.2
  • 7
    • 77956799027 scopus 로고    scopus 로고
    • Neurorehabilitation using the virtual reality based Rehabilitation Gaming System : Methodology, design, psychometrics, usability and validation
    • Cameirão, M.S., Badia, S.B.I., Oller, E.D. and Verschure, P.F.M.J. (2010) Neurorehabilitation using the virtual reality based Rehabilitation Gaming System : Methodology, design, psychometrics, usability and validation. J. NeuroEng. Rehabil., 7, 1-14.
    • (2010) J. NeuroEng. Rehabil. , vol.7 , pp. 1-14
    • Cameirão, M.S.1    Badia, S.B.I.2    Oller, E.D.3    Verschure, P.F.M.J.4
  • 9
    • 52749096135 scopus 로고    scopus 로고
    • Cardiovascular and eye activity measures as indices for momentary changes in mental effort during simulated flight
    • DeRivecourt, M.,Kuperus, M.N., Post,W.J. and Mulder, L.J.M. (2008) Cardiovascular and eye activity measures as indices for momentary changes in mental effort during simulated flight. Ergonomics, 51, 1295-1319.
    • (2008) Ergonomics , vol.51 , pp. 1295-1319
    • De Rivecourt, M.1    Kuperus, M.N.2    Post, W.J.3    Mulder, L.J.M.4
  • 11
    • 59649083649 scopus 로고    scopus 로고
    • Fundamentals of physiological computing
    • Fairclough, S.H. (2009) Fundamentals of physiological computing. Interact. Comput., 21, 133-145.
    • (2009) Interact. Comput. , vol.21 , pp. 133-145
    • Fairclough, S.H.1
  • 12
    • 29144519384 scopus 로고    scopus 로고
    • Prediction of subjective states from psychophysiology : A multivariate approach
    • Fairclough, S.H. and Venables, L. (2006) Prediction of subjective states from psychophysiology : A multivariate approach. Biol. Psychol., 71, 100-110.
    • (2006) Biol. Psychol. , vol.71 , pp. 100-110
    • Fairclough, S.H.1    Venables, L.2
  • 13
    • 84883797113 scopus 로고    scopus 로고
    • Combining brain-computer interfaces and haptics? : Detecting mental workload to adapt haptic assistance
    • Tampere Finland
    • George, L., Marchal, M., Glondu, L. and Lecuyer, A. (2012) Combining brain-computer interfaces and haptics? : Detecting mental workload to adapt haptic assistance. In : Proceedings of EuroHaptics 2012, pp. 124-135. Tampere Finland.
    • (2012) Proceedings of EuroHaptics 2012 , pp. 124-135
    • George, L.1    Marchal, M.2    Glondu, L.3    Lecuyer, A.4
  • 14
    • 84861949460 scopus 로고    scopus 로고
    • Psychophysiological assessment of a prosthetic hand sensory feedback system based on an auditory display : A preliminary study
    • Gonzalez, J., Soma, H., Sekine, M. and Yu, W. (2012) Psychophysiological assessment of a prosthetic hand sensory feedback system based on an auditory display : A preliminary study. J. NeuroEng. Rehabil., 9, 1-14.
    • (2012) J. NeuroEng. Rehabil. , vol.9 , pp. 1-14
    • Gonzalez, J.1    Soma, H.2    Sekine, M.3    Yu, W.4
  • 15
    • 84884533906 scopus 로고    scopus 로고
    • Using 'human state aware'robots to enhance physical human-robot interaction in a cooperative scenario
    • Guerrero, C.R., Fraile Marinero, J.C., Turiel, J.P. and Muñoz,V. (2013) Using 'human state aware'robots to enhance physical human-robot interaction in a cooperative scenario. Comput. Methods Programs Bomed., 112, 250-259.
    • (2013) Comput. Methods Programs Bomed. , vol.112 , pp. 250-259
    • Guerrero, C.R.1    Fraile Marinero, J.C.2    Turiel, J.P.3    Muñoz, V.4
  • 17
    • 84978294489 scopus 로고
    • Development of NASA-TLX (Task Load Index) : Results of empirical and theoretical research
    • Hancock, P.A. & Meshkati, N. (eds) . Amsterdam : North Holland Press
    • Hart, S. and Staveland, L.E. (1988) Development of NASA-TLX (Task Load Index) : Results of empirical and theoretical research. In : Hancock, P.A. & Meshkati, N. (eds), Human MentalWorkload. Amsterdam : North Holland Press.
    • (1988) Human Mental Workload
    • Hart, S.1    Staveland, L.E.2
  • 18
    • 2942720395 scopus 로고    scopus 로고
    • Removal of ocular artifacts from electro-encephalogram by adaptive filtering
    • He, P., Wilson, G. & Russell, C. (2004) Removal of ocular artifacts from electro-encephalogram by adaptive filtering. Med. Biol. Eng. Comput., 42, 407-12.
    • (2004) Med. Biol. Eng. Comput. , vol.42 , pp. 407-412
    • He, P.1    Wilson, G.2    Russell, C.3
  • 19
    • 84898433867 scopus 로고    scopus 로고
    • Automatic cognitive load detection from face, physiology, task performance and fusion during affective interference
    • Hussain, M.S., Calvo R.A. and Chen, F. (2014) Automatic cognitive load detection from face, physiology, task performance and fusion during affective interference. Interact. Comput., 26, 256-268.
    • (2014) Interact. Comput. , vol.26 , pp. 256-268
    • Hussain, M.S.1    Calvo, R.A.2    Chen, F.3
  • 20
    • 0032907015 scopus 로고    scopus 로고
    • EEG alpha and theta oscillations reflect cognitive and memory performance : A review and analysis
    • Klimesch, W. (1999) EEG alpha and theta oscillations reflect cognitive and memory performance : A review and analysis. Brain Res. Rev., 29, 169-195.
    • (1999) Brain Res. Rev. , vol.29 , pp. 169-195
    • Klimesch, W.1
  • 22
    • 77953534273 scopus 로고    scopus 로고
    • Autonomic nervous system activity in emotion : A review
    • Kreibig, S.D. (2010) Autonomic nervous system activity in emotion : A review. Biol. Psychol., 84, 394-421.
    • (2010) Biol. Psychol. , vol.84 , pp. 394-421
    • Kreibig, S.D.1
  • 23
    • 50649096770 scopus 로고    scopus 로고
    • Online affect detection and robot behavior adaptation for intervention of children with autism
    • Liu, C., Conn, K., Sarkar, N. and Stone, W. (2008) Online affect detection and robot behavior adaptation for intervention of children with autism. IEEE Trans. Robotics, 24, 883-896.
    • (2008) IEEE Trans. Robotics , vol.24 , pp. 883-896
    • Liu, C.1    Conn, K.2    Sarkar, N.3    Stone, W.4
  • 24
    • 70449561526 scopus 로고    scopus 로고
    • Dynamic difficulty adjustment in computer games through real-time anxiety-based affective feedback
    • Liu, C.,Agrawal, P., Sarkar, N. and Chen, S. (2009) Dynamic difficulty adjustment in computer games through real-time anxiety-based affective feedback. Int. J. Hum.-Comput. Interact., 25, 506-529.
    • (2009) Int. J. Hum.-Comput. Interact. , vol.25 , pp. 506-529
    • Liu, C.1    Agrawal, P.2    Sarkar, N.3    Chen, S.4
  • 25
    • 33846785333 scopus 로고    scopus 로고
    • A fuzzy physiological approach for continuously modeling emotion during interaction with play technologies
    • Mandryk, R.L. and Atkins, M.S. (2007) A fuzzy physiological approach for continuously modeling emotion during interaction with play technologies. Int. J. Hum.-Comput. Stud., 65, 329-347.
    • (2007) Int. J. Hum.-Comput. Stud. , vol.65 , pp. 329-347
    • Mandryk, R.L.1    Atkins, M.S.2
  • 26
    • 74849083847 scopus 로고    scopus 로고
    • ARMin III-arm therapy exoskeleton with an ergonomic shoulder actuation
    • Nef, T., Guidali, M. and Riener, R. (2009). ARMin III-arm therapy exoskeleton with an ergonomic shoulder actuation. Appl. Bionics Biomech., 6, 127-142.
    • (2009) Appl. Bionics Biomech. , vol.6 , pp. 127-142
    • Nef, T.1    Guidali, M.2    Riener, R.3
  • 27
    • 80051759951 scopus 로고    scopus 로고
    • Psychophysiological measurements in a biocooperative feedback loop for upper extremity rehabilitation
    • Novak, D., Mihelj, M., Ziherl, J., Olenšek, A. and Munih, M. (2011a). Psychophysiological measurements in a biocooperative feedback loop for upper extremity rehabilitation. IEEE Trans. Neural Syst. Rehabil. Eng., 19, 400-410.
    • (2011) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.19 , pp. 400-410
    • Novak, D.1    Mihelj, M.2    Ziherl, J.3    Olenšek, A.4    Munih, M.5
  • 28
    • 79960360130 scopus 로고    scopus 로고
    • Psychophysiological responses to different levels of cognitive and physical workload in haptic interaction
    • Novak, D., Mihelj, M. and Munih, M. (2011b) Psychophysiological responses to different levels of cognitive and physical workload in haptic interaction. Robotica, 29, 367-374.
    • (2011) Robotica , vol.29 , pp. 367-374
    • Novak, D.1    Mihelj, M.2    Munih, M.3
  • 29
    • 84862678758 scopus 로고    scopus 로고
    • A survey of methods for data fusion and system adaptation using autonomic nervous system responses in physiological computing
    • Novak, D., Mihelj, M. and Munih, M. (2012) A survey of methods for data fusion and system adaptation using autonomic nervous system responses in physiological computing. Interact. Comput., 24, 154-172.
    • (2012) Interact. Comput. , vol.24 , pp. 154-172
    • Novak, D.1    Mihelj, M.2    Munih, M.3
  • 31
    • 0035481502 scopus 로고    scopus 로고
    • Toward machine emotional intelligence : Analysis of affective physiological state
    • Picard, R.W., Vyzas, E. and Healey, J. (2001) Toward machine emotional intelligence : Analysis of affective physiological state. IEEE Trans. Pattern Anal. Mach. Intell., 23, 1175-1191.
    • (2001) IEEE Trans. Pattern Anal. Mach. Intell. , vol.23 , pp. 1175-1191
    • Picard, R.W.1    Vyzas, E.2    Healey, J.3
  • 33
    • 0036872747 scopus 로고    scopus 로고
    • Online stress detection using psychophysiological signals for implicit human-robot cooperation
    • Rani, P., Sims, J., Brackin, R. and Sarkar, N. (2002). Online stress detection using psychophysiological signals for implicit human-robot cooperation. Robotica, 20, 673-685.
    • (2002) Robotica , vol.20 , pp. 673
    • Rani, P.1    Sims, J.2    Brackin, R.3    Sarkar, N.4
  • 34
    • 1242276315 scopus 로고    scopus 로고
    • Anxiety detecting robotic system-towards implicit human-robot collaboration
    • Rani, P., Sarkar, N., Smith, C.A. and Kirby, L.D. (2004) Anxiety detecting robotic system-towards implicit human-robot collaboration. Robotica, 22, 85-95.
    • (2004) Robotica , vol.22 , pp. 85-95
    • Rani, P.1    Sarkar, N.2    Smith, C.A.3    Kirby, L.D.4
  • 36
    • 0029988782 scopus 로고    scopus 로고
    • Heart rate variability : Standards of measurement, physiological interpretation, and clinical use
    • Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology.
    • Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. (1996) Heart rate variability : Standards of measurement, physiological interpretation, and clinical use. Eur. Heart J., 17, 354-381.
    • (1996) Eur. Heart J. , vol.17 , pp. 354-381
  • 38
    • 0034954207 scopus 로고    scopus 로고
    • Eye activity correlates of workload during a visuospatial memory task
    • Van Orden, K.F., Limbert, W., Makeig, S. and Jung, T.-P. (2001) Eye activity correlates of workload during a visuospatial memory task. Hum. Factors, 43, 111-121.
    • (2001) Hum. Factors , vol.43 , pp. 111-121
    • Van Orden, K.F.1    Limbert, W.2    Makeig, S.3    Jung, T.-P.4
  • 39
    • 0032080306 scopus 로고    scopus 로고
    • Physiological workload reactions to increasing levels of task difficulty
    • Veltman, J.A. and Gaillard, A.W.K. (1998) Physiological workload reactions to increasing levels of task difficulty. Ergonomics, 41, 656-659.
    • (1998) Ergonomics , vol.41 , pp. 656-659
    • Veltman, J.A.1    Gaillard, A.W.K.2
  • 40
    • 84880707800 scopus 로고    scopus 로고
    • Mental workload and situation awareness
    • Salvendy, G. (Ed.) . John Wiley & Sons, Inc., Hoboken, NJ
    • Vidulich, M.A. and Tsang, P.S. (2012) Mental workload and situation awareness. In Salvendy, G. (ed.), Handbook of Human Factors and Ergonomics (4th edn). JohnWiley & Sons, Inc., Hoboken, NJ.
    • (2012) Handbook of Human Factors and Ergonomics (4th Edn)
    • Vidulich, M.A.1    Tsang, P.S.2
  • 41
    • 34447092191 scopus 로고    scopus 로고
    • Scalp electrical recording during paralysis : Quantitative evidence that EEG frequencies above 20 Hz are contaminated by EMG
    • Whitham, E.M. et al. (2007) Scalp electrical recording during paralysis : Quantitative evidence that EEG frequencies above 20 Hz are contaminated by EMG. Clin. Neurophysiol., 118, 1877-1888.
    • (2007) Clin. Neurophysiol. , vol.118 , pp. 1877-1888
    • Whitham, E.M.1
  • 42
    • 36749037719 scopus 로고    scopus 로고
    • Performance enhancement in an uninhabited air vehicle task using psychophysiologically determined adaptive aiding
    • Wilson, G.F. and Russell, C.a. (2007). Performance enhancement in an uninhabited air vehicle task using psychophysiologically determined adaptive aiding. Hum. Factors, 49, 1005-1018.
    • (2007) Hum. Factors , vol.49 , pp. 1005-1018
    • Wilson, G.F.1    Russell, C.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.