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QoI-aware energy management for wireless sensor networks

  • IBM
  • Technical University of Berlin

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper, we propose an efficient energy-management framework in wireless sensor networks (WSNs) to address the fundamental research challenge imposed by both the maintenance of the energy supply and the support of the quality-of-information (QoI) requirements. By quantifying the QoI benefit the tasks receive in relation to the level of QoI they request as the QoI satisfaction index), we propose a QoI-aware energy-management scheme to distributedly decide the participating state of each sensor. Specifically, by using the mathematical framework of the Gur Game, we propose a novel pay-off structure taking into account the QoI and the energy consumption. We finally evaluate the proposed scheme under an event occurrence detection scenario, where the proposed scheme successfully guarantees less than 7% QoI outage, saves 80% of the energy reserve if compared with the lower bound solution, and achieves the suboptimum with only 4% gap if compared with optimal solution.

源语言英语
主期刊名2011 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2011
出版商IEEE Computer Society
8-13
页数6
ISBN(印刷版)9781612849379
DOI
出版状态已出版 - 2011
已对外发布
活动9th IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2011 - Seattle, WA, 美国
期限: 21 3月 201125 3月 2011

出版系列

姓名2011 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2011

会议

会议9th IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2011
国家/地区美国
Seattle, WA
时期21/03/1125/03/11

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