Technologies based on energy savings for OLED devices

Mohammed Albaba, (Ankara Yıldırım Beyazıt Üniversitesi, Elektrik ve Elektronik Mühendisliği Bölümü, Ankara, Türkiye)
Meryem Sena AKKUŞ (Ankara Yıldırım Beyazıt Üniversitesi, Merkez Araştırma Laboratuvarı Uygulama ve Araştırma Merkezi, Ankara, Türkiye)
Manas Journal of Engineering
5 2
Yıl: 2021 Cilt: 9 Sayı: 1 Sayfa Aralığı: 55 - 65 Metin Dili: İngilizce DOI: 10.51354/mjen.872956 İndeks Tarihi: 09-02-2022

Technologies based on energy savings for OLED devices

Öz:
Recently, scientists are paying more attention to the Organic Light Emitting Diode (OLED) technology as it is being used in devices and displays to play videos and show photos with high resolution. This technology is used in products such as mobile phones, televisions, laptops, etc. To make the energy consumed less, new methods were shown up to prevent high energy consumption while presenting videos and photos on OLED devices and displays without losing their details and quality, one of the methods is a deep learning-based technique which is related to artificial intelligence. In this review paper, the last methods were discussed as well as their results. Saturation, brightness, contrast, and luminance are factors that impacting energy consumption. In terms of OLED mobile phones, there were a few studies that concentrated on turning off the unnecessary pixels which will be black as default, and as a result, the lifetime of batteries will be extended. Also, for OLED mobile phones, a web browser called Chameleon was presented as it has some modes to save the energy consumed while surfing the internet by remapping the displayed colors of the website.
Anahtar Kelime:

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
  • [1] S. Kang, "Image-Quality-Based Power Control Technique for Organic Light Emitting Diode Displays," in Journal of Display Technology, vol. 11, no. 1, pp. 104- 109, Jan. 2015, doi: https://10.1109/JDT.2014.2363086
  • [2] ALBABA, Mohammed; AKKUS, Meryem Sena. NEXT GENERATION DISPLAY TECHNOLOGY: TRANSPARENT ORGANIC LIGHT EMITTING DIODES. Selcuk-Teknik Dergisi, [S.l.], p. 168-180, dec. 2020. ISSN 1302-6178. Available at: http://sutod.selcuk.edu.tr/sutod/article/view/524. Date accessed: 29 Dec. 2020.
  • [3] C. Chae, H. Le, K. Lee, G. Cho and G. Cho, "A SingleInductor Step-Up DC-DC Switching Converter With Bipolar Outputs for Active Matrix OLED Mobile Display Panels," in IEEE Journal of Solid-State Circuits, vol. 44, no. 2, pp. 509-524, Feb. 2009, doi: https://10.1109/JSSC.2008.2010986
  • [4] C. Lee, C. Lee, Y. Lee and C. Kim, "Power-Constrained Contrast Enhancement for Emissive Displays Based on Histogram Equalization," in IEEE Transactions on Image Processing, vol. 21, no. 1, pp. 80-93, Jan. 2012, doi: https://10.1109/TIP.2011.2159387
  • [5] P. Chondro, C. Chang, S. Ruan and C. Shen, "Advanced Multimedia Power-Saving Method Using a Dynamic Pixel Dimmer on AMOLED Displays," in IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 9, pp. 2200-2209, Sept. 2018, doi: https://10.1109/TCSVT.2017.2723600
  • [6] A. Carroll and G. Heiser, “An analysis of power consumption in a smartphone,” in Proceedings of the USENIX Conference on USENIX Annual Technical Conference, vol. 14, p. 21, Boston, Mass, USA, June 2010.
  • [7] X. Chen, Y.Chen, Z.Ma, andF. C. A. Fernandes, “How is energy consumed in smartphone display applications?” in Proceedings of the 14th Workshop on Mobile Computing Systems and Applications (ACM HotMobile ’13), Jekyll Island, Georgia, USA, 26-27 February 2013.
  • [8] Deguang Li, Bing Guo, Yan Shen, Junke Li, Yanhui Huang, "Making Image More Energy Efficient for OLED Smart Devices", Mobile Information Systems, vol. 2016, Article ID 6575931, 8 pages, 2016. https://doi.org/10.1155/2016/6575931
  • [9] S. Kim, S. Hyun, T. Heo, D. Im and J. Huh, "Blind: Power saving color transform method for OLED displays," 2016 IEEE International Conference on Consumer Electronics (ICCE), 2016, pp. 500-501, doi: https://10.1109/ICCE.2016.7430704
  • [10]M. Dong and L. Zhong, "Power Modeling and Optimization for OLED Displays," in IEEE Transactions on Mobile Computing, vol. 11, no. 9, pp. 1587-1599, Sept. 2012, doi: https://10.1109/TMC.2011.167
  • [11]Wee, Tan & Balan, Rajesh. (2012) Adaptive Display Power Management for OLED Displays. ACM SIGCOMM Computer Communication Review. 42. 10.1145/2342480.2342487
  • [12]R. Mertens, “Choosing color sets can reduce OLED power consumption by up to 40%,” [Online]. Jul 09, 2009, Available: https://www.oled-info.com/choosingcolor-sets-can-reduce-oled-power-consumption-40 Date accessed: 15 June. 2021
  • [13]A. Laaperi, “Disruptive Factors in the OLED Business Ecosystem,” Information Display Magazine, vol. 25, pp. 8-13, Sept. 2009.
  • [14]Minyoung Park and Minseok Song, "Saving Power in Video Playback on OLED Displays by Acceptable Changes to Perceived Brightness," J. Display Technol. 12, 483-490 (2016)
  • [15]Y. -G. Shin, S. Park, Y. -J. Yeo, M. -J. Yoo and S. -J. Ko, "Unsupervised Deep Contrast Enhancement With Power Constraint for OLED Displays," in IEEE Transactions on Image Processing, vol. 29, pp. 2834-2844, 2020, doi: https://10.1109/TIP.2019.2953352
  • [16]S. BoHum, K. Soontae. Enhancing Energy Efficiency on OLED Display Equipped Mobile Device.
  • [17]K. Zhang, W. Zuo, Y. Chen, D. Meng and L. Zhang, "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising," in IEEE Transactions on Image Processing, vol. 26, no. 7, pp. 3142-3155, July 2017, doi: https://10.1109/TIP.2017.2662206
  • [18]O. Oktay et al., "Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation," in IEEE Transactions on Medical Imaging, vol. 37, no. 2, pp. 384-395, Feb. 2018, doi: https://10.1109/TMI.2017.2743464
  • [19]Y. Nam, D. Choi and B. C. Song, "Power-Constrained Contrast Enhancement Algorithm Using Multiscale Retinex for OLED Display," in IEEE Transactions on Image Processing, vol. 23, no. 8, pp. 3308-3320, Aug. 2014, doi: https://10.1109/TIP.2014.2324288
  • [20]D. Jahier Pagliari, E. Macii and M. Poncino, "LAPSE: Low-Overhead Adaptive Power Saving and Contrast Enhancement for OLEDs," in IEEE Transactions on Image Processing, vol. 27, no. 9, pp. 4623-4637, Sept. 2018, doi: https://10.1109/TIP.2018.2844722
  • [21]P. Arbeláez, M. Maire, C. Fowlkes and J. Malik, "Contour Detection and Hierarchical Image Segmentation," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 5, pp. 898-916, May 2011, doi: https://10.1109/TPAMI.2010.161
  • [22]F. Yu and V. Koltun, “Multi-Scale Context Aggregation by Dilated Convolutions,” in International Conference on Learning Representations (ICLR), May 2016.
  • [23]D. Chen, J. Liao, L. Yuan, N. Yu and G. Hua, "Coherent Online Video Style Transfer," 2017 IEEE International Conference on Computer Vision (ICCV), 2017, pp. 1114- 1123, doi: https://10.1109/ICCV.2017.126
  • [24]Z. Yi, H. Zhang, P. Tan and M. Gong, "DualGAN: Unsupervised Dual Learning for Image-to-Image Translation," 2017 IEEE International Conference on Computer Vision (ICCV), 2017, pp. 2868-2876, doi: https://10.1109/ICCV.2017.310
  • [25]Kingma, D.P., Ba, J.L., "Adam: a method for stochastic optimization". In: International Conference on Learning Representations, pp. 1–15 (2015).
  • [26]C. Lee, C. Lee, Y. Lee and C. Kim, "Power-Constrained Contrast Enhancement for Emissive Displays Based on Histogram Equalization," in IEEE Transactions on Image Processing, vol. 21, no. 1, pp. 80-93, Jan. 2012, doi: https://10.1109/TIP.2011.2159387
  • [27]L. Ding andA.Goshtasby, “On the canny edge detector,” Pattern Recognition, vol. 34, no. 3, pp. 721–725, 2001. ISSN 0031-3203, doi: https://doi.org/10.1016/S0031- 3203(00)00023-6
  • [28]T. K.Wee andR. K. Balan, “Adaptive display power management for OLED displays,” in Proceedings of the 1st ACM SIGCOMM Workshop on Mobile Gaming (MobiGames ’12), pp. 25–30, Helsinki, Finland, August 2012. doi: https://doi.org/10.1145/2377677.2377770
  • [29]X. Chen, Y. Chen and Chun Jason Xue, "DaTuM: Dynamic tone mapping technique for OLED display power saving based on video classification," 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), 2015, pp. 1-6, doi: https://10.1145/2744769.2744814
  • [30]Mian Dong, Y. K. Choi and L. Zhong, "Power modeling of graphical user interfaces on OLED displays," 2009 46th ACM/IEEE Design Automation Conference, 2009, pp. 652-657.
  • [31]M. Dong and L. Zhong, "Chameleon: A Color-Adaptive Web Browser for Mobile OLED Displays," in IEEE Transactions on Mobile Computing, vol. 11, no. 5, pp. 724-738, May 2012, doi: 10.1109/TMC.2012.40. https://www.sigmobile.org/mobisys/2011/program.html
  • [32]J. Yu et al., "Sensing Human-Screen Interaction for Energy-Efficient Frame Rate Adaptation on Smartphones," in IEEE Transactions on Mobile Computing, vol. 14, no. 8, pp. 1698-1711, 1 Aug. 2015, doi: https://10.1109/TMC.2014.2352862
  • [33]Android Developers. Hardware acceleration. [Online]. Available: https://developer.android.com/guide/topics/graphics/har dware-accel.html Date accessed: 19 Nov. 2020
  • [34]Xiang Chen, Jian Zeng, Yiran Chen, Wei Zhang and Hai Li, "Fine-grained dynamic voltage scaling on OLED display," 17th Asia and South Pacific Design Automation Conference, 2012, pp. 807-812, doi: https://10.1109/ASPDAC.2012.6165066
  • [35]X. Chen, J. Zheng, Y. Chen, M. Zhao and C. J. Xue, "Quality-retaining OLED dynamic voltage scaling for video streaming applications on mobile devices," DAC Design Automation Conference 2012, 2012, pp. 1000- 1005.
  • [36]B.-H. Lee and Y.-J. Kim, “Dynamic Voltage Scaling Using Scene Change Detection for Video Playback on Mobile AMOLED Displays,” in Proceedings of the 2016 International Symposium on Low Power Electronics and Design. Association for Computing Machinery, New York, NY, USA, 2016, pp. 302–307. doi: https://doi.org/10.1145/2934583.2934640
  • [37]T. Chang, S. S. Xu and S. Su, "SSIM-Based Quality-onDemand Energy-Saving Schemes for OLED Displays," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 46, no. 5, pp. 623-635, May 2016, doi: https://10.1109/TSMC.2015.2455020
  • [38]P. Arbeláez, M. Maire, C. Fowlkes and J. Malik, "Contour Detection and Hierarchical Image Segmentation," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 5, pp. 898-916, May 2011, doi: https://10.1109/TPAMI.2010.161
APA Albaba M, Akkus M (2021). Technologies based on energy savings for OLED devices. , 55 - 65. 10.51354/mjen.872956
Chicago Albaba Mohammed,Akkus Meryem Sena Technologies based on energy savings for OLED devices. (2021): 55 - 65. 10.51354/mjen.872956
MLA Albaba Mohammed,Akkus Meryem Sena Technologies based on energy savings for OLED devices. , 2021, ss.55 - 65. 10.51354/mjen.872956
AMA Albaba M,Akkus M Technologies based on energy savings for OLED devices. . 2021; 55 - 65. 10.51354/mjen.872956
Vancouver Albaba M,Akkus M Technologies based on energy savings for OLED devices. . 2021; 55 - 65. 10.51354/mjen.872956
IEEE Albaba M,Akkus M "Technologies based on energy savings for OLED devices." , ss.55 - 65, 2021. 10.51354/mjen.872956
ISNAD Albaba, Mohammed - Akkus, Meryem Sena. "Technologies based on energy savings for OLED devices". (2021), 55-65. https://doi.org/10.51354/mjen.872956
APA Albaba M, Akkus M (2021). Technologies based on energy savings for OLED devices. Manas Journal of Engineering, 9(1), 55 - 65. 10.51354/mjen.872956
Chicago Albaba Mohammed,Akkus Meryem Sena Technologies based on energy savings for OLED devices. Manas Journal of Engineering 9, no.1 (2021): 55 - 65. 10.51354/mjen.872956
MLA Albaba Mohammed,Akkus Meryem Sena Technologies based on energy savings for OLED devices. Manas Journal of Engineering, vol.9, no.1, 2021, ss.55 - 65. 10.51354/mjen.872956
AMA Albaba M,Akkus M Technologies based on energy savings for OLED devices. Manas Journal of Engineering. 2021; 9(1): 55 - 65. 10.51354/mjen.872956
Vancouver Albaba M,Akkus M Technologies based on energy savings for OLED devices. Manas Journal of Engineering. 2021; 9(1): 55 - 65. 10.51354/mjen.872956
IEEE Albaba M,Akkus M "Technologies based on energy savings for OLED devices." Manas Journal of Engineering, 9, ss.55 - 65, 2021. 10.51354/mjen.872956
ISNAD Albaba, Mohammed - Akkus, Meryem Sena. "Technologies based on energy savings for OLED devices". Manas Journal of Engineering 9/1 (2021), 55-65. https://doi.org/10.51354/mjen.872956
Sayfa Oluşturulma Tarihi
23-04-2024 21:26

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