Abstract
This chapter outlines common brain activity correlates that are known from neuroscience, gives an overview on established electrophysiological analysis methods and on the background of electroencephalography (EEG). After that an overview on study designs will be given and a practical guideline for the design of experiments using EEG in the research area of Quality of Experience (QoE) will be presented. At the end of this chapter we will close with a summary, give practical advice, and we will outline potential interesting future research topics.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
References
Le Callet P, Möller S, Perkis A (eds) (2013) Qualinet white paper on definitions of quality of experience. European network on quality of experience in multimedia systems and services (COST Action IC 1003), Lausanne, Version 1.2, Novi Sad, March 2013
Cacippio J, Tassinary L, Berntson G (eds) (2007) Handbook of psychophysiology. Cambridge University Press, Cambridge
Parasuraman R, Rizzo M (eds) (2008) Neuroergonomics: the brain at work. Oxford University Press, Oxford
Berger H (1929) Über das Elektrenkephalogramm des Menschen. Arch f Pschiatr 87:527–570
Duncan C, Barry R, Connolly J, Fischer C, Michie P, Näätänen R, Polich J, Reinvang I, Petten C (2009) Event-related potentials in clinical research: guidelines for eliciting, recording, and quantifying mismatch negativity, P300 and N400. Clin Neurophysiol 120:1883–1903
Coles MS, Rugg M (1995) Event-related brain potentials: an introduction. In: Coles MS, Rugg M (eds) Electrophysiology of mind: event-related brain potentials and cognition. Oxford University Press, Oxford
Moldovan AN, Ghergulescu I, Weibelzahl S, Muntean CH (2013) User-centered EEG-based multimedia quality assessment. In: Proceedings of international symposium on broadband multimedia systems broadcasting
Perez J, Deléchelle E (2013) On the measurement of image quality perception using frontal EEG analysis. International conference on smart communications in network technologies (SaCoNeT)
Pizzagalli DA (2007) Electroencephalography and high-density electrophysiological source localization. In: Cacippio J, Tassinary L, Berntson G (eds) Handbook of psychophysiology. Cambridge University Press, Cambridge
Lal S, Craig A (2005) Reproducibility of the spectral components of the electroencephalogram during driver fatigue. Int J Psychophysiol 55:137–143
Punsawad Y, Aempedchr S, Wongsawat Y, Panichkun M (2011) Weighted-frequency index for EEG based mental fatigue alarm system. Int J Appl Biomed Eng 4(1):36–41
Coan JA, Allen J (2004) Frontal EEG asymmetry as a moderator and mediator of emotion. Biol Psychol 67(1):7–50
American clinical neurophysiology society (2006) Guideline 5—guidelines for standard electrode position nomenclature. J Clin Neurophysiol 23(2):107–110
Antons JN, Schleicher R, Arndt S, Möller S, Curio G (2012) Too tired for calling? A physiological measure of fatigue caused by bandwidth limitations. In: Proceedings of the quality of multimedia experience (QoMEX)
Arndt S, Schleicher R, Antons JN (2013) Does low quality audiovisual content increase fatigue of viewers? In: Proceedings perceptual quality of systems (PQS)
Antons JN, Köster F, Arndt S, Möller S, Schleicher R (2013) Changes of vigilance caused by varying bit rate conditions. In: Proceedings of the quality of multimedia experience (QoMEX)
Arndt S, Antons JN, Gupta R, Laghari K, Schleicher R, Möller S, Falk TH (2013) The effects of text-to-speech system quality on emotional states and frontal alpha band power. In: Proceedings of the EMBS neural, engineering conference
Näätänen R (2008) Mismatch negativity (MMN) as an index of central auditory system plasticity. Int J Audiol 47:16–20
Garrido M, Kilner J, Stephan K, Friston K (2009) The mismatch negativity: a review of underlying mechanisms. Clin Neurophysiol 120:453–463
Polich J (2007) Updating P300: an integrative theory of P3a and P3b. Clin Neurophysiol 118(10):2128–2148
Mustafa M, Guthe S, Magnor M (2012) Single trial EEG classification of artifacts in videos. ACM Trans Appl Percept 9(3):1–15
Blankertz B, Lemm S, Treder MS, Haufe S, Müller KR (2011) Single-trial analysis and classification of ERP components—a tutorial. Neuroimage 56:814–825
Miettinen I, Tiitinen H, Alku P, May P (2010) Sensitivity of the human auditory cortex to acoustic degradation of speech and non-speech sound. BMC Neurosci 11(24):1471–2202
Antons JN, Schleicher R, Arndt S, Möller S, Porbadnigk AK, Curio G (2012) Analyzing speech quality perception using electroencephalography. J Select Topics Signal Proc 6(6):721–731
Antons JN, Porbadnigk A, Schleicher R, Blankertz B, Möller S, Curio G (2010) Subjective listening tests and neural correlates of speech degradation in case of signal-correlated noise. In: Proceedings of the audio engineering society (AES)
ITU-T Recommendation BT.500-13 (2012) Methodology for the subjective assessment of the quality of television pictures. International Telecommunication Union, Geneva
Arndt S, Antons JN, Schleicher R, Möller S, Scholler S, Curio G (2011) A physiological approach to determine video quality. In: Proceedings of the international symposium on multimedia (ISM)
Arndt S, Antons JN, Schleicher R, Möller S, Curio G (2012) Perception of low-quality videos analyzed by means of electroencephalography. In: Proceedings of the quality of multimedia experience (QoMEX)
ITU-T Recommendation P.800 (1996) Methods for subjective determination of transmission quality. International Telecommunication Union, Geneva
Scholler S, Bosse S, Treder MS, Blankertz B, Curio G, Müller KR, Wiegand T (2012) Towards a direct measure of video quality perception using EEG. IEEE Trans Image Process 21(5):2619–2629
Lindemann L, Wenger S, Magnor M (2011) Evaluation of video artifact perception using event-related potentials. In: Proceedings of the applied perception in computer graphics and visualization (APGV)
Li HC, Seo J, Kham K, Lee S (2008) Measurement of 3D visual fatigue using event-related potential (ERP): 3D oddball paradigm. In: 3DTV conference: the true vision-capture, transmission and display of 3D Video, pp 213–216
Luck S (2004) Ten simple rules for designing ERP experiments. In: Handy T (ed) Event-related potentials: a methods handbook. MIT Press, Cambridge
Roeser R, Valente M, Hosfort-Dunn H (2007) Audiology diagnosis. Thieme, Stuttgart
Wong P, Skoe E, Russo N, Dees T, Kraus N (2007) Musical experience shapes human brainstem encoding of linguistic pitch patterns. Nat Neurosci 10(4):420–422
Gupta R, Rehman K, Arndt S, Schleicher R, Möller S, O’Shaughnessy D, Falk T (2013) Using fNIRS to characterize human perception of TTS system quality, comprehension, and fluency: preliminary findings. In: Proceedings of the perceptual quality of systems (PQS)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Antons, JN., Arndt, S., Schleicher, R., Möller, S. (2014). Brain Activity Correlates of Quality of Experience. In: Möller, S., Raake, A. (eds) Quality of Experience. T-Labs Series in Telecommunication Services. Springer, Cham. https://doi.org/10.1007/978-3-319-02681-7_8
Download citation
DOI: https://doi.org/10.1007/978-3-319-02681-7_8
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-02680-0
Online ISBN: 978-3-319-02681-7
eBook Packages: EngineeringEngineering (R0)