Quality-retaining OLED dynamic voltage scaling for video streaming applications on mobile devices
This paper developed a dynamic voltage scaling (DVS) technique for the power management of the OLED display on mobile devices in video streaming applications. An optimal voltage control scheme is proposed under input constraints. Fine-grained DVS technique is applied to maximize the power saving by...
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| Published in | DAC Design Automation Conference 2012 pp. 1000 - 1005 |
|---|---|
| Main Authors | , , , , |
| Format | Conference Proceeding |
| Language | English |
| Published |
New York, NY, USA
ACM
03.06.2012
IEEE |
| Series | ACM Conferences |
| Subjects | |
| Online Access | Get full text |
| ISBN | 1450311997 9781450311991 |
| ISSN | 0738-100X |
| DOI | 10.1145/2228360.2228540 |
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| Abstract | This paper developed a dynamic voltage scaling (DVS) technique for the power management of the OLED display on mobile devices in video streaming applications. An optimal voltage control scheme is proposed under input constraints. Fine-grained DVS technique is applied to maximize the power saving by leveraging the locality of the display content. The display quality is retained by monitoring structural-similarity-index (SSIM) during the optimization, subject to the hardware constraints like voltage regulator response time. Simulation results on four typical video test benchmarks show that the proposed technique saves 19.05%~49.05% OLED power on average while maintaining a high display quality (SSIM > 0.98) all the time. The power saving efficiency of the proposed technique varies at different display resolutions, refresh rates, and display contents. |
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| AbstractList | This paper developed a dynamic voltage scaling (DVS) technique for the power management of the OLED display on mobile devices in video streaming applications. An optimal voltage control scheme is proposed under input constraints. Fine-grained DVS technique is applied to maximize the power saving by leveraging the locality of the display content. The display quality is retained by monitoring structural-similarity-index (SSIM) during the optimization, subject to the hardware constraints like voltage regulator response time. Simulation results on four typical video test benchmarks show that the proposed technique saves 19.05%~49.05% OLED power on average while maintaining a high display quality (SSIM > 0.98) all the time. The power saving efficiency of the proposed technique varies at different display resolutions, refresh rates, and display contents. |
| Author | Zhao, Mengying Zheng, Jian Chen, Yiran Xue, Chun Jason Chen, Xiang |
| Author_xml | – sequence: 1 givenname: Xiang surname: Chen fullname: Chen, Xiang email: xic33@pitt.edu organization: University of Pittsburgh, Pittsburgh, PA – sequence: 2 givenname: Jian surname: Zheng fullname: Zheng, Jian email: jiz69@pitt.edu organization: University of Pittsburgh, Pittsburgh, PA – sequence: 3 givenname: Yiran surname: Chen fullname: Chen, Yiran email: yic52@pitt.edu organization: University of Pittsburgh, Pittsburgh, PA – sequence: 4 givenname: Mengying surname: Zhao fullname: Zhao, Mengying email: mengyzhao2@student.cityu.edu.hk organization: City University of Hong Kong, Hong Kong, China – sequence: 5 givenname: Chun Jason surname: Xue fullname: Xue, Chun Jason email: jasonxue@cityu.edu.hk organization: City University of Hong Kong, Hong Kong, China |
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| Keywords | mobile device OLED video streaming dynamic voltage scaling |
| Language | English |
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| Snippet | This paper developed a dynamic voltage scaling (DVS) technique for the power management of the OLED display on mobile devices in video streaming applications.... |
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| SubjectTerms | Computer systems organization -- Embedded and cyber-physical systems Computer systems organization -- Real-time systems dynamic voltage scaling Image color analysis mobile device OLED Optimization Organic light emitting diodes Power demand Regulators Streaming media video streaming Voltage control |
| Title | Quality-retaining OLED dynamic voltage scaling for video streaming applications on mobile devices |
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