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
Link To Document :
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