• 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