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Efficent algorithm of energy minimization for heterogeneous wireless sensor network

  • University of Texas at Dallas
  • Hong Kong Polytechnic University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Energy and delay are critical issues for wireless sensor networks since most sensors are equipped with non-rechargeable batteries that have limited lifetime. Due to the uncertainties in execution time of some tasks, this paper models each varied execution time as a probabilistic random variable and incorporating applications' performance requirements to solve the MAP (Mode Assignment with Probability) problem. Using probabilistic design, we propose an optimal algorithm to minimize the total energy consumption while satisfying the timing constraint with a guaranteed confidence probability. The experimental results show that our approach achieves significant energy saving than previous work. For example, our algorithm achieves an average improvement of 32.6% on total energy consumption.

源语言英语
主期刊名Embedded and Ubiquitous Computing - International Conference, EUC 2006, Proceedings
出版商Springer Verlag
25-34
页数10
ISBN(印刷版)3540366792, 9783540366799
DOI
出版状态已出版 - 2006
已对外发布
活动International Conference on Embedded and Ubiquitous Computing, EUC 2006 - Seoul, 韩国
期限: 1 8月 20064 8月 2006

丛书

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
4096 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议International Conference on Embedded and Ubiquitous Computing, EUC 2006
国家/地区韩国
Seoul
时期1/08/064/08/06

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