Title :
Battery Aware Video Delivery Techniques Using Rate Adaptation and Base Station Reconfiguration
Author :
Guruprasad, Ranjini ; Dey, Sujit
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California, San Diego (UCSD), La Jolla, CA, USA
Abstract :
With mobile video increasingly becoming an important driver of mobile device usage, the battery consumption of mobile devices will be dominated by video delivery and playback . In this paper, we develop battery efficient video download techniques that vary video download rate dynamically, including stopping video download at times, depending on mobile device buffer levels and the channel conditions experienced, to maximize battery life while ensuring no degradation in user experience. The proposed dynamic download rate adaptation techniques enable the base station to adapt the MIMO transceiver configurations to reduce battery load required by MIMO components on the mobile device. In order to further enhance battery life, we propose to utilize video bit rate adaptation, in addition to download rate adaptation and MIMO reconfiguration. The proposed battery aware bit rate adaptation techniques take into account the mobile device battery and buffer levels, and network load and channel conditions experienced, to maximize battery lifetime (hence video viewing time) while ensuring desired level of video experience (measured in terms of video quality and stalls experienced). We propose a new metric termed “video experience longevity (VEL)” which quantifies the performance of the proposed bit rate adaptation techniques in terms of video viewing time and video experience. Extensive experiments conducted under variable channel conditions and network load demonstrate that the proposed battery aware video delivery techniques can significantly outperform other video delivery techniques in terms of battery lifetime and VEL metric (for bit rate adaptation techniques) while ensuring desired level of video experience.
Keywords :
MIMO communication; mobile handsets; mobile radio; radio transceivers; video communication; wireless channels; MIMO transceiver configuration; VEL; base station; base station reconfiguration; battery aware video delivery technique; battery efficient video download technique; battery life maximization; battery load reduction; channel condition; dynamic download rate adaptation technique; mobile device battery consumption; mobile video; rate adaptation reconfiguration; video bit rate adaptation utilization; video experience longevity; Base stations; Batteries; Bit rate; Decoding; MIMO; Mobile handsets; Streaming media; Base station reconfiguration; battery life; mobile video; power consumption; rate adaptation; user experience; video viewing time;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2015.2436821