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Dynamic backlight scaling considering ambient luminance for mobile energy saving
Sun W.1; Zhai G.1; Min X.1; Liu Y.5; Ma S.2; Liu J.3; Zhou J.4; Liu X.5
2017-08-28
Conference NameIEEE International Conference on Multimedia and Expo (ICME)
Source PublicationProceedings - IEEE International Conference on Multimedia and Expo
Pages25-30
Conference DateJUL 10-14, 2017
Conference PlaceHong Kong, HONG KONG
Abstract

The mobile video playback involves many subsystems of the devices such as computing, rendering and displaying subsystems. Among all subsystems, the displaying subsystem accounts for at least 38% of all consumed power, and it can be up to 68% with the maximum backlight brightness. What is more, lots of people watch videos via mobile devices in various situations, where the ambient luminance condition is different. Therefore, how to save mobile energy and improve the Quality of Experience (QoE) in different situations become significant problems. In this paper, we try to maximally enhance the battery power performance under various ambient luminance conditions through backlight magnitude adjusting, while without negatively impacting users' QoE. In particular, we conduct a series of subject quality assessment experiments to uncover the quantitative relationship among QoE, ambient luminance, video content luminance and backlight level. We first study whether the continuous playback of backlight-scaled shots using the proposed scaling magnitude would cause flicker effect or not. Then motivated by the findings of these subject studies, we implement a Dynamic Backlight Scaling (DBS) strategy. The experiment results demonstrate that the DBS strategy can save more than 40% power at most and can also save 10% power even at a very high ambient luminance.

KeywordAmbient Luminance Dbs Energy Saving Mobile Video Qoe
DOI10.1109/ICME.2017.8019511
URLView the original
Indexed BySCI
Language英语
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Software Engineering ; Computer Science, Theory & Methods ; Engineering, Electrical & Electronic
WOS IDWOS:000426984300005
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Cited Times [WOS]:2   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Affiliation1.Shanghai Jiao Tong University
2.Peking University
3.Tianjin University
4.Universidade de Macau
5.Harbin Institute of Technology
Recommended Citation
GB/T 7714
Sun W.,Zhai G.,Min X.,et al. Dynamic backlight scaling considering ambient luminance for mobile energy saving[C],2017:25-30.
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