• DocumentCode
    132169
  • Title

    Leveraging human gait characteristics towards self-sustained operation of low-power mobile devices

  • Author

    Goudar, Vishwa ; Wendt, James B. ; Potkonjak, Miodrag ; Zhi Ren ; Brochu, Paul ; Qibing Pei

  • Author_Institution
    Comput. Sci. Dept., Univ. of California, Los Angeles, Los Angeles, CA, USA
  • fYear
    2014
  • fDate
    6-8 March 2014
  • Firstpage
    468
  • Lastpage
    473
  • Abstract
    The proliferation of mobile ubiquitous devices faces a hurdle in the form of high resource consumption rates that restrict longevity. Several low-power devices and application designs and optimization techniques have been proposed. Simultaneously, energy harvesting technologies are increasingly being viewed as a complementary technique to drive down resource consumption rates and even achieve self-sustenance. Towards this end, we propose a foot-strike powered harvester array composed of a novel high-energy density material called Dielectric Elastomers. To compensate for their control parameter sensitivity, we propose an adaptive closed-loop control algorithm based on general characteristics of human gait. From experimentally collected datasets of human plantar pressure and detailed characterization of DE behavior, we show that our algorithm yields enough accuracy to produce upwards of 85% of the maximum energy harvestable by the DE array. We also show that, in many cases, this is sufficient to fully drive low-power mobile ubiquitous applications.
  • Keywords
    energy harvesting; mobile computing; optimisation; adaptive closed-loop control algorithm; dielectric elastomers; energy harvesting technologies; human gait characteristics; low power mobile devices; mobile ubiquitous devices; optimization techniques; resource consumption; self-sustained operation; Arrays; Correlation; Generators; Materials; Mobile communication; Timing; Transducers; Dielectric Elastomer Generators; Energy Harvesting; Mobile Devices; Self-Sustaining Devices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Internet of Things (WF-IoT), 2014 IEEE World Forum on
  • Conference_Location
    Seoul
  • Type

    conf

  • DOI
    10.1109/WF-IoT.2014.6803212
  • Filename
    6803212