• DocumentCode
    1754211
  • Title

    Accurate online power estimation and automatic battery behavior based power model generation for smartphones

  • Author

    Zhang, Lide ; Tiwana, Birjodh ; Dick, Robert P. ; Qian, Zhiyun ; Mao, Z. Morley ; Wang, Zhaoguang ; Yang, Lei

  • Author_Institution
    EECS Dept., Univ. of Michigan, Ann Arbor, MI, USA
  • fYear
    2010
  • fDate
    24-29 Oct. 2010
  • Firstpage
    105
  • Lastpage
    114
  • Abstract
    This paper describes PowerBooter, an automated power model construction technique that uses built-in battery voltage sensors and knowledge of battery discharge behavior to monitor power consumption while explicitly controlling the power management and activity states of individual components. It requires no external measurement equipment. We also describe PowerTutor, a component power management and activity state introspection based tool that uses the model generated by PowerBooter for online power estimation. PowerBooter is intended to make it quick and easy for application developers and end users to generate power models for new smartphone variants, which each have different power consumption properties and therefore require different power models. PowerTutor is intended to ease the design and selection of power efficient software for embedded systems. Combined, PowerBooter and PowerTutor have the goal of opening power modeling and analysis for more smartphone variants and their users.
  • Keywords
    battery management systems; electric sensing devices; embedded systems; power consumption; power engineering computing; PowerBooter; automatic battery behavior; built-in battery voltage sensor; embedded system; online power estimation; power efficient software; power management; power model generation; smartphone variant; Batteries; Bluetooth; Brightness; Cameras; Global Positioning System; Ground penetrating radar; Monitoring; Power modeling; battery; mobile phones;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hardware/Software Codesign and System Synthesis (CODES+ISSS), 2010 IEEE/ACM/IFIP International Conference on
  • Conference_Location
    Scottsdale, AZ
  • Print_ISBN
    978-1-6055-8905-3
  • Type

    conf

  • Filename
    5751489