Display Content Change Rate Analysis for Power Saving in Transmissive Panels

Raghu Bankapur, Krishna Kishor Jha, Vaisakh P. S.

2016

Abstract

Energy conservation to protract battery life is a major challenge for sustained richer user experience in mobile devices. This paper presents Content Change Rate Coefficient (CCRC) and image Color Distribution Coefficient (CDC) based method to govern backlight scaling and image luminosity adjustment to reduce power consumption in backlight module. The existing methods intending to achieve similar results have significant shortcomings like inter-frame brightness distortion, flickering effects, clipping artifacts, color distortion. These problems are addressed in proposed technique and user's visual perception is not compromised while ensuring image fidelity (less than 6.2% degradation) and reduces nearly 80mA current consumption. Proposed method derives Aggressiveness Coefficient from color distribution and content change rate to address above problems. Method is prototyped on Samsung Galaxy Tab AS and Galaxy Mega2 and experimental results clearly show 16% reduction in current consumption and 88% reduction in flickering artifacts, which is active phone usage time getting extended by ~1hr for an average usage of 20hrs.

References

  1. Carroll, A. and Heiser, G., 2010, June. An Analysis of Power Consumption in a Smartphone. In USENIX annual technical conference (Vol. 14).
  2. Tsai, P.S., Liang, C.K., Huang, T.H. and Chen, H.H., 2009. Image enhancement for backlight-scaled TFTLCD displays. Circuits and Systems for Video Technology, IEEE Transactions on, 19(4), pp.574- 583.
  3. Kerofsky, L. and Daly, S., 2006. Brightness preservation for LCD backlight dimming. Journal of the Society for Information Display, 14(12), pp.1111-1118.
  4. Chen, M., Huajun, P.E.N.G., Qiu, G., Hung, C.K. and Zhang, W., Hong Kong Applied Science and Technology Research Institute Company Limited, 2013.LCD backlight dimming, LCD/image signal compensation and method of controlling an LCD display. U.S. Patent 8,514,166.
  5. Choi, L., Shim, H. and Chang, N., 2002. Low-power color TFT LCD display for hand-held embedded systems. In Low Power Electronics and Design, 2002. ISLPED'02. Proceedings of the 2002 International Symposium on (pp. 112-117). IEEE.
  6. Raman, N. and Hekstra, G.J., 2005. Content based contrast enhancement for liquid crystal displays with backlight modulation. Consumer Electronics, IEEE Transactions on, 51(1), pp.18-21.
  7. Cheng, W.C., Hou, Y. and Pedram, M., 2004, February. Power minimization in a backlit TFT-LCD display by concurrent brightness and contrast scaling. In Proceedings of the conference on Design, automation and test in Europe-Volume 1 (p. 10252). IEEE Computer Society.
  8. Hsiu, P.C., Lin, C.H. and Hsieh, C.K., 2011, August. Dynamic backlight scaling optimization for mobile streaming applications. In Proceedings of the 17th IEEE/ACM international symposium on low-power electronics and design (pp. 309-314). IEEE Press.
  9. Schatzmann, J. and Ghanem, M., 2003. Using selforganizing maps to visualize clusters and trends in multidimensional datasets. Department of Computing Data Mining Group, Imperial College, London, p.132.
  10. Kohonen, T., 1990. The self-organizing map. Proceedings of the IEEE,78(9), pp.1464-1480.
  11. Wang, Z., Bovik, A.C., Sheikh, H.R. and Simoncelli, E.P., 2004. Image quality assessment: from error visibility to structural similarity. Image Processing, IEEE Transactions on, 13(4), pp.600-612.
  12. Kim, T.H., Choi, K.S. and Ko, S.J., 2010. Backlight power reduction using efficient image compensation for mobile devices. Consumer Electronics, IEEE Transactions on, 56(3), pp.1972-1978.
Download


Paper Citation


in Harvard Style

Bankapur R., Jha K. and S. V. (2016). Display Content Change Rate Analysis for Power Saving in Transmissive Panels . In Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-758-173-1, pages 446-456. DOI: 10.5220/0005733404460456


in Bibtex Style

@conference{icpram16,
author={Raghu Bankapur and Krishna Kishor Jha and Vaisakh P. S.},
title={Display Content Change Rate Analysis for Power Saving in Transmissive Panels},
booktitle={Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2016},
pages={446-456},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005733404460456},
isbn={978-989-758-173-1},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - Display Content Change Rate Analysis for Power Saving in Transmissive Panels
SN - 978-989-758-173-1
AU - Bankapur R.
AU - Jha K.
AU - S. V.
PY - 2016
SP - 446
EP - 456
DO - 10.5220/0005733404460456