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System level power allocation algorithm for mobile devices for full playback guarantee

Published: 29 November 2011 Publication History

Abstract

We propose a system level power allocation algorithm for mobile devices for guaranteed playback duration. The algorithm takes as input the media playback duration and current battery charge available on the device. It calculates energy budget based on this. It finds a set of feasible operating points based on maximization of a joint quality function while meeting energy budget constraint. The joint quality function consists of contributions from backlight and playback frame rate quality functions. A side-by-side comparison of our algorithm with state-of-the-art native video player application on the smartphone shows similar audio-visual experience while providing 19% system level energy savings.

References

[1]
W. Yuan, K. Nahrstedt, "Practical Voltage Scaling for Mobile Multimedia Devices," ACM Multimedia, 2004
[2]
W. Yuan, K. Nahrstedt, "Energy Efficient Soft Real-time CPU Scheduling for Mobile Multimedia systems", Proc. 19th Symposium on Operating Systems Principles, Oct. 2003
[3]
L. Cheng, S. Bossi, S. Mohapatra, M.El Zarki, N. Venkatasubramanian, N. Dutt, "Quality Adapted Backlight Scaling for Video Streaming to Mobile Handheld Devices." IEEE 4th Intl Conference on Networking, 2005
[4]
J. Pouwelse, K. Langendoen, I. Lagendijk, H. Sips, "Power-Aware Video Decoding," in Proc. Of Picture Coding Symposium, 2001
[5]
L. Kerofsky "Feedback Based Power Management for LCD Backlight Modulation for Guaranteed Average Levels of Power Consumption," Proc. International Display Workshop (IDW), 2009
[6]
Y.-F. Ou, T. Liu, Z. Zhao, Z. Ma, Y. Wang, "Modeling the Impact of Frame Rate on Perceptual Quality of Video," Proc. of ICIP, 2008.
[7]
Y.-F. Ou, Z. Ma, and Y. Wang, "A Novel Quality Metric for Compressed Video Considering Both Frame Rate and Quantization Artifacts," Proc. of VPQM, Scottsdale, AZ, Jan. 2009.
[8]
S. Deshpande, L. Kerofsky, "System Level Power Allocation for Multimedia Devices," IEEE Comsoc MMTC E-Letter, July 2010.

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    Published In

    cover image ACM Conferences
    IMMPD '11: Proceedings of the 2011 international ACM workshop on Interactive multimedia on mobile and portable devices
    November 2011
    46 pages
    ISBN:9781450309950
    DOI:10.1145/2072561

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 29 November 2011

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    Author Tags

    1. energy saving
    2. mobile device
    3. power allocation

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    MM '11
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    MM '11: ACM Multimedia Conference
    November 29, 2011
    Arizona, Scottsdale, USA

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    Overall Acceptance Rate 7 of 14 submissions, 50%

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