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Fault-Tolerant Relay Node Placement in Heterogeneous Wireless Sensor Networks

机译:异构无线传感器网络中的容错中继节点放置

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Existing work on placing additional relay nodes in wireless sensor networks to improve network connectivity typically assumes homogeneous wireless sensor nodes with an identical transmission radius. In contrast, this paper addresses the problem of deploying relay nodes to provide fault tolerance with higher network connectivity in heterogeneous wireless sensor networks, where sensor nodes possess different transmission radii. Depending on the level of desired fault tolerance, such problems can be categorized as: 1) full fault-tolerant relay node placement, which aims to deploy a minimum number of relay nodes to establish k(k ? 1) vertexdisjoint paths between every pair of sensor and/or relay nodes and 2) partial fault-tolerant relay node placement, which aims to deploy a minimum number of relay nodes to establish k(k ? 1) vertex-disjoint paths only between every pair of sensor nodes. Due to the different transmission radii of sensor nodes, these problems are further complicated by the existence of two different kinds of communication paths in heterogeneous wireless sensor networks, namely, two-way paths, along which wireless communications exist in both directions; and one-way paths, along which wireless communications exist in only one direction. Assuming that sensor nodes have different transmission radii, while relay nodes use the same transmission radius, this paper comprehensively analyzes the range of problems introduced by the different levels of fault tolerance (full or partial) coupled with the different types of path (one-way or two-way). Since each of these problems is NP-hard, we develop O(?k2)-approximation algorithms for both one-way and two-way partial fault-tolerant relay node placement, as well as O(?k3)-approximation algorithms for both one-way and two-way full fault-tolerant relay node placement (? is the best performance ratio of existing approximation algorithms for finding a minimum k-vertex connected spanning graph). To f-nacilitate the applications in higher dimensions, we also extend these algorithms and derive their performance ratios in d-dimensional heterogeneous wireless sensor networks (d ? 3). Finally, heuristic implementations of these algorithms are evaluated via QualNet simulations.
机译:现有的有关在无线传感器网络中放置其他中继节点以改善网络连接性的工作通常假设具有相同传输半径的同类无线传感器节点。相反,本文解决了在传感器节点具有不同传输半径的异构无线传感器网络中,部署中继节点以提供更高的网络连接容错性的问题。根据所需的容错级别,可将此类问题归类为:1)完全容错中继节点放置,其目的是部署最少数量的中继节点,以在每对中继节点之间建立k(k?1)个顶点不相交的路径。传感器和/或中继节点;以及2)部分容错中继节点放置,其目的是部署最少数量的中继节点,以仅在每对传感器节点之间建立k(k?1)个顶点不相交的路径。由于传感器节点的传输半径不同,异构无线传感器网络中存在两种不同类型的通信路径,即双向通信,双向存在无线通信,因此使这些问题更加复杂。单向路径,沿着该路径仅在一个方向上存在无线通信。假设传感器节点具有不同的传输半径,而中继节点使用相同的传输半径,则本文全面分析了由不同容错级别(完全或部分)和不同类型的路径(单向)引起的问题范围或双向)。由于所有这些问题都是NP难题,因此我们针对单向和双向部分容错中继节点放置开发了O(?k2)近似算法,并为这两种方法都开发了O(?k3)近似算法。单向和双向全容错中继节点放置(?是找到最小k顶点连接生成图的现有近似算法的最佳性能比)。为了简化更高维度的应用,我们还扩展了这些算法,并推导了它们在d维异构无线传感器网络(d?3)中的性能比。最后,通过QualNet仿真评估这些算法的启发式实现。

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