ShiftMask: Dynamic OLED power shifting based on visual acuity for interactive mobile applications

OLED power management on mobile devices is very challenging due to the dynamic nature of human-screen interaction. This paper presents the design, algorithms, and implementation of a lightweight mobile app called ShiftMask, which allows the user to dynamically shift OLED power to the portion of interest, while dimming the remainder of the screen based on visual acuity. To adapt to the user's focus of attention, we propose efficient algorithms that consider visual fixation in static scenes, as well as changes in focus and screen scrolling. The results of experiments conducted on a commercial smartphone with popular interactive apps demonstrate that ShiftMask can achieve substantial energy savings, while preserving acceptable readability.

[1]  Naehyuck Chang,et al.  Dynamic voltage scaling of OLED displays , 2011, 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC).

[2]  Archan Misra,et al.  FOCUS: a usable & effective approach to OLED display power management , 2013, UbiComp.

[3]  Yiran Chen,et al.  FingerShadow: An OLED Power Optimization Based on Smartphone Touch Interactions , 2014, HotPower.

[4]  Yiran Chen,et al.  MORPh: Mobile OLED-friendly recording and playback system for low power video streaming , 2016, 2016 53nd ACM/EDAC/IEEE Design Automation Conference (DAC).

[5]  Kimihiro Yamanaka,et al.  Measurement of Useful Field of View during Ocular Following Response , 2013, HCI.

[6]  Michelle R. Greene,et al.  Scene categorization at large visual eccentricities , 2013, Vision Research.

[7]  Minglu Li,et al.  Sensing Human-Screen Interaction for Energy-Efficient Frame Rate Adaptation on Smartphones , 2015, IEEE Transactions on Mobile Computing.

[8]  Pi-Cheng Hsiu,et al.  A win-win camera: Quality-enhanced power-saving images on mobile OLED displays , 2015, 2015 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED).

[9]  Lin Zhong,et al.  Power-saving color transformation of mobile graphical user interfaces on OLED-based displays , 2009, ISLPED.

[10]  Yunxin Liu,et al.  Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling , 2015, MobiCom.

[11]  Michel Millodot Od PhD DOSc Faao FCOptom Dictionary of Optometry and Visual Science , 2000 .

[12]  Pi-Cheng Hsiu,et al.  Catch your attention: Quality-retaining power saving on mobile OLED displays , 2014, 2014 51st ACM/EDAC/IEEE Design Automation Conference (DAC).

[13]  Lin Zhong,et al.  Power Modeling and Optimization for OLED Displays , 2012, IEEE Transactions on Mobile Computing.

[14]  Yiran Chen,et al.  Quality-retaining OLED dynamic voltage scaling for video streaming applications on mobile devices , 2012, DAC Design Automation Conference 2012.

[15]  I. Rentschler,et al.  Peripheral vision and pattern recognition: a review. , 2011, Journal of vision.