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首页> 外文会议>IEEE International Conference on Distributed Computing in Sensor Systems(DCOSS 2005); 20050630-0701; Marina del Rey,CA(US) >An Adaptive Blind Algorithm for Energy Balanced Data Propagation in Wireless Sensors Networks
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An Adaptive Blind Algorithm for Energy Balanced Data Propagation in Wireless Sensors Networks

机译：无线传感器网络中能量平衡数据传播的自适应盲算法

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摘要

In this paper, we consider the problem of energy balanced data propagation in wireless sensor networks and we generalise previous works by allowing realistic energy assignment. A new modelisation of the process of energy consumption as a random walk along with a new analysis are proposed. Two new algorithms are presented and analysed. The first one is easy to implement and fast to execute. However, it needs a priori assumptions on the process generating data to be propagated. The second algorithm overcomes this need by inferring information from the observation of the process. Furthermore, this algorithm is based on stochastic estimation methods and is adaptive to environmental changes. This represents an important contribution for propagating energy balanced data in wireless sensor netwoks due to their highly dynamic nature.
机译：在本文中，我们考虑了无线传感器网络中能量平衡数据传播的问题，并通过允许现实的能量分配来概括先前的工作。提出了一种新的能源消耗过程随机游走模型，并进行了新的分析。提出并分析了两种新算法。第一个易于实现且执行速度快。但是，它需要对生成要传播的数据的过程进行先验假设。第二种算法通过从对过程的观察中推断信息来克服这种需求。此外，该算法基于随机估计方法，并且适应环境变化。由于其高度动态的特性，这代表着在无线传感器网络中传播能量平衡数据的重要贡献。

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