Araştırma Makalesi
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Thermal Effect Estimation of Smartphone Virtual Reality Headsets on Human Eye by Finite Element Method

Yıl 2022, Cilt: 26 Sayı: 3, 590 - 599, 30.06.2022
https://doi.org/10.16984/saufenbilder.972989

Öz

Smartphones (SP) terminals are becoming the most popular media for virtual reality (VR) and augmented reality (AR) effects with their central processing unit (CPU) and video capabilities. Simple VR headsets with reasonable costs can host smartphones, and they can together be used for many different applications. But with the outbreak of Covid-19 pandemic, their usage has become essential for many people working from their homes. VR and AR capabilities provide a much richer experience for entertainment, gaming, and video conferencing. The increasing popularity of 3D virtual worlds add up to this usage. On the technology side, multi-radio connectivity is supported both on terminal and network side. A certain risk may arise when using SP VR headsets for such applications requiring a broadband Internet connectivity. SPs with multi-radio connectivity feature may elevate specific absorption rate (SAR) values in those cases. The smartphone used for VR and AR applications is positioned in front of the eyes; and there is very limited ventilation in VR/AR headsets. Authors’ model aims simulate these exposure scenarios in 4G and 5G mobile telecommunication frequencies by finite element method (FEM); and, possible thermal and non-thermal risks of related electromagnetic (EM) radiation on human eye according to the outputs of the model are discussed.

Destekleyen Kurum

Boğaziçi University

Proje Numarası

BAP-9860

Teşekkür

-

Kaynakça

  • [1] Groupe Speciale Mobile Association https://www.gsma.com/, fetched at Feb 28, 2022.
  • [2] Statistica - Number of mobile augmented reality (AR) active users worldwide https://www.statista.com/statistics/1098630/global-mobile-augmented-reality-ar-users/, fetched at Feb 28, 2022.
  • [3] Groupe Speciale Mobile Association - A whole new ball game: when your living room becomes the sports stadium https://data.gsmaintelligence.com/research/research/research-2020/a-whole-new-ball-game-when-your-living-room-becomes-the-sports-stadium, Aug, 2020.
  • [4] Y. Diao, S.-W. Leung, Y. He, et al., “Detailed modeling of palpebral fissure and its influence on SAR and temperature rise in human eye under GHZ exposure,” Bioelectromagnetics, vol. 37, no. 4, pp. 256-263, 2016.
  • [5] Y. K. E. Ng and E. H. Ooi, “FEM simulation of the eye structure with bioheat analysis,” Computer methods and programs in biomedicine, vol. 82, no. 3, pp. 268-276, 2006.
  • [6] Comsol Multiphysics, www.comsol.com , COMSOL 4.3/4.3a FNL License No: 17073372.
  • [7] Comsol Absorbed Radiation (SAR) in Human Brain Model, https://www.comsol.com/model/absorbed-radiation-sar-in-the-human-brain-2190, fetched at July 28, 2021.
  • [8] Human Eye Model by Bobby Dyer, https://grabcad.com/library/human-eye-model/files , 2012.
  • [9] FCC Specific Absorption Rate for Cellular Phones https://www.fcc.gov/general/specific-absorption-rate-sar-cellular-telephones, fetched at July 28, 2021.
  • [10] G. Schmid, G. Neubauer, and P. R. Mazal, “Dielectric properties of human brain tissue measured less than 10 h postmortem at frequencies from 800 to 2450 MHz,” Bioelectromagnetics, vol. 24, no. 6, pp. 423-430, 2003.
  • [11] Levoy, M.: MRI data originally from Univ. of North Carolina (downloaded from the Stanford volume data archive at http://graphics.stanford.edu/data/voldata/ fetched at July 28, 2021).
  • [12] FCC Body Tissue Dielectric Properties https://www.fcc.gov/general/body-tissue-dielectric-parameters , fetched at July 28, 2021.
  • [13] E. H. Ooi, W.-T. Ang, and E. Y. K. Ng, “Bioheat transfer in the human eye: a boundary element approach,” Engineering Analysis with Boundary Elements, vol. 31, no. 6, pp. 494-500, 2007.
  • [14] A. Karampatzakis and T. Samaras, “Numerical modeling of heat and mass transfer in the human eye under millimeter wave exposure,” Bioelectromagnetics, vol. 34, no. 4, pp. 291-299, 2013.
  • [15] C. Li, Q. Chen, Y. Xie, and T. Wu, “Dosimetric study on eye's exposure to wide band radio frequency electromagnetic fields: Variability by the ocular axial length,” Bioelectromagnetics, vol. 35, no. 5, pp. 324-336, 2014.
  • [16] T. Sakai, R. Yoshida, H. Tamaki, et al. “Electrodermal activity based study on the relationship between visual attention and eye blink,” IEEE 9th International Conference In Sensing Technology (ICST), pp. 596-599, 2015.
  • [17] R. Yoshida, T. Sakai, Y. Ishi, et al. “Electrodermal activity-based feasibility study on the relationship between attention and blinking,” International Journal on Smart Sensing & Intelligent Systems, vol. 9, no. 1, 2016.
  • [18] H. Ledger, “The effect cognitive load has on eye blinking,” The Plymouth Student Scientist, vol. 6, no. 1, pp. 206-223, 2013.
  • [19] T. Schlote, G. Kadner, and N. Freudenthaler, “Marked reduction and distinct patterns of eye blinking in patients with moderately dry eyes during video display terminal use,” Graefe's archive for clinical and experimental ophthalmology, vol. 242, no. 4, pp. 306-312, 2004.
  • [20] M. Haak, S. Bos, S.,Panic, and L. J. M. Rothkrantz, “Detecting stress using eye blinks and brain activity from EEG signals,” Proceeding of the 1st driver car interaction and interface, pp. 35-60, 2009.
  • [21] N. L. Opie, A. N. Burkitt, H. Meffin, and D. B. Grayden, “Heating of the eye by a retinal prosthesis: modeling, cadaver and in vivo study,” IEEE Transactions on Biomedical Engineering, vol. 59, no. 2, pp. 339-345, 2012.
  • [22] O. P. Gandhi, “Yes the children are more exposed to radiofrequency energy from mobile telephones than adults,” IEEE Access, vol. 3, pp. 985-988, 2015.
  • [23] K. M. Abu Khadra, A. M. Khalil, M. Abu Samak, and A. Aljaberi, “Evaluation of selected biochemical parameters in the saliva of young males using mobile phones,” Electromagnetic biology and medicine, vol. 34, no. 1, pp. 72-76, 2015.
  • [24] F. Söderqvist, M. Carlberg, and L. Hardell, “Biomarkers in volunteers exposed to mobile phone radiation,” Toxicology letters, vol. 235, no. 2, pp. 140-146, 2015.
  • [25] S. A. Geronikolou A. Chamakou, A. Mantzou A., et al. “Frequent cellular phone use modifies hypothalamic–pituitary–adrenal axis response to a cellular phone call after mental stress in healthy children and adolescents: A pilot study,” Science of the Total Environment, vol. 536, pp. 182-188, 2015.
  • [26] Z. Sienkiewicz, C. Calderón, K. A. Broom, D. Addison, et al. “Are Exposures to Multiple Frequencies the Key to Future Radiofrequency Research?,” Frontiers in public health, vol. 5, 2017.
Yıl 2022, Cilt: 26 Sayı: 3, 590 - 599, 30.06.2022
https://doi.org/10.16984/saufenbilder.972989

Öz

Proje Numarası

BAP-9860

Kaynakça

  • [1] Groupe Speciale Mobile Association https://www.gsma.com/, fetched at Feb 28, 2022.
  • [2] Statistica - Number of mobile augmented reality (AR) active users worldwide https://www.statista.com/statistics/1098630/global-mobile-augmented-reality-ar-users/, fetched at Feb 28, 2022.
  • [3] Groupe Speciale Mobile Association - A whole new ball game: when your living room becomes the sports stadium https://data.gsmaintelligence.com/research/research/research-2020/a-whole-new-ball-game-when-your-living-room-becomes-the-sports-stadium, Aug, 2020.
  • [4] Y. Diao, S.-W. Leung, Y. He, et al., “Detailed modeling of palpebral fissure and its influence on SAR and temperature rise in human eye under GHZ exposure,” Bioelectromagnetics, vol. 37, no. 4, pp. 256-263, 2016.
  • [5] Y. K. E. Ng and E. H. Ooi, “FEM simulation of the eye structure with bioheat analysis,” Computer methods and programs in biomedicine, vol. 82, no. 3, pp. 268-276, 2006.
  • [6] Comsol Multiphysics, www.comsol.com , COMSOL 4.3/4.3a FNL License No: 17073372.
  • [7] Comsol Absorbed Radiation (SAR) in Human Brain Model, https://www.comsol.com/model/absorbed-radiation-sar-in-the-human-brain-2190, fetched at July 28, 2021.
  • [8] Human Eye Model by Bobby Dyer, https://grabcad.com/library/human-eye-model/files , 2012.
  • [9] FCC Specific Absorption Rate for Cellular Phones https://www.fcc.gov/general/specific-absorption-rate-sar-cellular-telephones, fetched at July 28, 2021.
  • [10] G. Schmid, G. Neubauer, and P. R. Mazal, “Dielectric properties of human brain tissue measured less than 10 h postmortem at frequencies from 800 to 2450 MHz,” Bioelectromagnetics, vol. 24, no. 6, pp. 423-430, 2003.
  • [11] Levoy, M.: MRI data originally from Univ. of North Carolina (downloaded from the Stanford volume data archive at http://graphics.stanford.edu/data/voldata/ fetched at July 28, 2021).
  • [12] FCC Body Tissue Dielectric Properties https://www.fcc.gov/general/body-tissue-dielectric-parameters , fetched at July 28, 2021.
  • [13] E. H. Ooi, W.-T. Ang, and E. Y. K. Ng, “Bioheat transfer in the human eye: a boundary element approach,” Engineering Analysis with Boundary Elements, vol. 31, no. 6, pp. 494-500, 2007.
  • [14] A. Karampatzakis and T. Samaras, “Numerical modeling of heat and mass transfer in the human eye under millimeter wave exposure,” Bioelectromagnetics, vol. 34, no. 4, pp. 291-299, 2013.
  • [15] C. Li, Q. Chen, Y. Xie, and T. Wu, “Dosimetric study on eye's exposure to wide band radio frequency electromagnetic fields: Variability by the ocular axial length,” Bioelectromagnetics, vol. 35, no. 5, pp. 324-336, 2014.
  • [16] T. Sakai, R. Yoshida, H. Tamaki, et al. “Electrodermal activity based study on the relationship between visual attention and eye blink,” IEEE 9th International Conference In Sensing Technology (ICST), pp. 596-599, 2015.
  • [17] R. Yoshida, T. Sakai, Y. Ishi, et al. “Electrodermal activity-based feasibility study on the relationship between attention and blinking,” International Journal on Smart Sensing & Intelligent Systems, vol. 9, no. 1, 2016.
  • [18] H. Ledger, “The effect cognitive load has on eye blinking,” The Plymouth Student Scientist, vol. 6, no. 1, pp. 206-223, 2013.
  • [19] T. Schlote, G. Kadner, and N. Freudenthaler, “Marked reduction and distinct patterns of eye blinking in patients with moderately dry eyes during video display terminal use,” Graefe's archive for clinical and experimental ophthalmology, vol. 242, no. 4, pp. 306-312, 2004.
  • [20] M. Haak, S. Bos, S.,Panic, and L. J. M. Rothkrantz, “Detecting stress using eye blinks and brain activity from EEG signals,” Proceeding of the 1st driver car interaction and interface, pp. 35-60, 2009.
  • [21] N. L. Opie, A. N. Burkitt, H. Meffin, and D. B. Grayden, “Heating of the eye by a retinal prosthesis: modeling, cadaver and in vivo study,” IEEE Transactions on Biomedical Engineering, vol. 59, no. 2, pp. 339-345, 2012.
  • [22] O. P. Gandhi, “Yes the children are more exposed to radiofrequency energy from mobile telephones than adults,” IEEE Access, vol. 3, pp. 985-988, 2015.
  • [23] K. M. Abu Khadra, A. M. Khalil, M. Abu Samak, and A. Aljaberi, “Evaluation of selected biochemical parameters in the saliva of young males using mobile phones,” Electromagnetic biology and medicine, vol. 34, no. 1, pp. 72-76, 2015.
  • [24] F. Söderqvist, M. Carlberg, and L. Hardell, “Biomarkers in volunteers exposed to mobile phone radiation,” Toxicology letters, vol. 235, no. 2, pp. 140-146, 2015.
  • [25] S. A. Geronikolou A. Chamakou, A. Mantzou A., et al. “Frequent cellular phone use modifies hypothalamic–pituitary–adrenal axis response to a cellular phone call after mental stress in healthy children and adolescents: A pilot study,” Science of the Total Environment, vol. 536, pp. 182-188, 2015.
  • [26] Z. Sienkiewicz, C. Calderón, K. A. Broom, D. Addison, et al. “Are Exposures to Multiple Frequencies the Key to Future Radiofrequency Research?,” Frontiers in public health, vol. 5, 2017.
Toplam 26 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Elektrik Mühendisliği
Bölüm Araştırma Makalesi
Yazarlar

Niyazi Uluaydın 0000-0002-9512-0077

Selim Şeker 0000-0002-0980-3219

Proje Numarası BAP-9860
Yayımlanma Tarihi 30 Haziran 2022
Gönderilme Tarihi 18 Temmuz 2021
Kabul Tarihi 6 Mayıs 2022
Yayımlandığı Sayı Yıl 2022 Cilt: 26 Sayı: 3

Kaynak Göster

APA Uluaydın, N., & Şeker, S. (2022). Thermal Effect Estimation of Smartphone Virtual Reality Headsets on Human Eye by Finite Element Method. Sakarya University Journal of Science, 26(3), 590-599. https://doi.org/10.16984/saufenbilder.972989
AMA Uluaydın N, Şeker S. Thermal Effect Estimation of Smartphone Virtual Reality Headsets on Human Eye by Finite Element Method. SAUJS. Haziran 2022;26(3):590-599. doi:10.16984/saufenbilder.972989
Chicago Uluaydın, Niyazi, ve Selim Şeker. “Thermal Effect Estimation of Smartphone Virtual Reality Headsets on Human Eye by Finite Element Method”. Sakarya University Journal of Science 26, sy. 3 (Haziran 2022): 590-99. https://doi.org/10.16984/saufenbilder.972989.
EndNote Uluaydın N, Şeker S (01 Haziran 2022) Thermal Effect Estimation of Smartphone Virtual Reality Headsets on Human Eye by Finite Element Method. Sakarya University Journal of Science 26 3 590–599.
IEEE N. Uluaydın ve S. Şeker, “Thermal Effect Estimation of Smartphone Virtual Reality Headsets on Human Eye by Finite Element Method”, SAUJS, c. 26, sy. 3, ss. 590–599, 2022, doi: 10.16984/saufenbilder.972989.
ISNAD Uluaydın, Niyazi - Şeker, Selim. “Thermal Effect Estimation of Smartphone Virtual Reality Headsets on Human Eye by Finite Element Method”. Sakarya University Journal of Science 26/3 (Haziran 2022), 590-599. https://doi.org/10.16984/saufenbilder.972989.
JAMA Uluaydın N, Şeker S. Thermal Effect Estimation of Smartphone Virtual Reality Headsets on Human Eye by Finite Element Method. SAUJS. 2022;26:590–599.
MLA Uluaydın, Niyazi ve Selim Şeker. “Thermal Effect Estimation of Smartphone Virtual Reality Headsets on Human Eye by Finite Element Method”. Sakarya University Journal of Science, c. 26, sy. 3, 2022, ss. 590-9, doi:10.16984/saufenbilder.972989.
Vancouver Uluaydın N, Şeker S. Thermal Effect Estimation of Smartphone Virtual Reality Headsets on Human Eye by Finite Element Method. SAUJS. 2022;26(3):590-9.

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