DocumentCode
704021
Title
User-specific skin temperature-aware DVFS for smartphones
Author
Egilmez, Begum ; Memik, Gokhan ; Ogrenci-Memik, Seda ; Ergin, Oguz
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Northwestern Univ., Evanston, IL, USA
fYear
2015
fDate
9-13 March 2015
Firstpage
1217
Lastpage
1220
Abstract
Skin temperature of mobile devices intimately affects the user experience. Power management schemes built into smartphones can lead to quickly crossing a user´s threshold of tolerable skin temperature. Furthermore, there is a significant variation among users in terms of their sensitivity. Hence, controlling the skin temperature as part of the device´s power management scheme is paramount. To achieve this, we first present a method for estimating skin and screen temperature at run-time using a combination of available on-device thermal sensors and performance indicators. In an Android-based smartphone, we achieve 99.05% and 99.14% accuracy in estimations of back cover and screen temperatures, respectively. Leveraging this run-time predictor, we develop User-specific Skin Temperature-Aware (USTA) DVFS mechanism to control the skin temperature. Performance of USTA is tested both with benchmarks and user tests comparing USTA to the standard Android governor. The results show that more users prefer to use USTA as opposed to the default DVFS mechanism.
Keywords
smart phones; Android-based smartphone; on-device thermal sensors; performance indicators; screen temperature; user-specific skin temperature-aware DVFS; Benchmark testing; Error analysis; Predictive models; Skin; Smart phones; Temperature measurement; Temperature sensors; Thermal modeling; mobile device; skin temperature;
fLanguage
English
Publisher
ieee
Conference_Titel
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2015
Conference_Location
Grenoble
Print_ISBN
978-3-9815-3704-8
Type
conf
Filename
7092573
Link To Document