Title :
Adapting task utility in externally triggered energy harvesting wireless sensing systems
Author :
Steck, Jamie Bradley ; Rosing, Tajana Simunic
Author_Institution :
Dept. of Comput. Sci. & Eng., Univ. of California, San Diego, CA, USA
Abstract :
Energy harvesting sensor nodes eliminate the need for post-deployment physical human interaction by using environmental power and wireless communication; however, they must adapt the utility of their tasks to accommodate the energy availability. For example, on sunny days, a solar-powered sensor node can perform highly accurate tasks requiring more extensive computation and communication, but on cloudy days, it must reduce utility due to a decrease in harvested energy. In this paper, we present a controller that uses two algorithms to balance task utility and execution time subject to an energy constraint. One algorithm determines the total execution time of a set of tasks such that desired task utilities are met, while the other solves the converse problem by approximating the maximum task utilities achievable within a global deadline. We apply our methods to a prototype Structural Health Monitoring system, demonstrating the controller´s ability to adapt at runtime.
Keywords :
energy harvesting; wireless sensor networks; externally triggered energy harvesting wireless sensing systems; post-deployment physical human interaction; task utility; Availability; Cloud computing; Communication system control; Control systems; High performance computing; Humans; Monitoring; Prototypes; Wireless communication; Wireless sensor networks; energy harvesting; sensor system; structural health monitoring; utility;
Conference_Titel :
Networked Sensing Systems (INSS), 2009 Sixth International Conference on
Conference_Location :
Pittsburgh, PA
Print_ISBN :
978-1-4244-6313-8
Electronic_ISBN :
978-1-4244-6314-5
DOI :
10.1109/INSS.2009.5409959