Maintaining Coverage by Progressive Crystal-Lattice Permutation in Mobile Wireless Sensor Networks

Pang-Chieh Wang, Ting-Wei Hou, Ruei-Hong Yan
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引用次数: 22

Abstract

A new distributed algorithm, called Crystal-Lattice Permutation (CLP) algorithm, is devised to approach the coverage problem in wireless sensor networks. All nodes are assumed as mobile and run the same CLP algorithm in . An initial seed triggers six neighboring nodes to move to hexagon permutation positions, which is like the Crystal-Lattice formation process in nature. These chosen nodes then become new seeds to trigger other neighboring nodes. By such a progressive process, with initial and boundary conditions, the coverage is achieved. Comparing to the Virtual Force algorithm (VFA), the CLP algorithm needs fewer nodes and takes shorter average moving distance to achieve 100% coverage in random deployment. In simulation, the CLP algorithm deployed at least 60 nodes to achieve the 100% coverage, while the VFA algorithm required more than 100 nodes, under the same assumptions. The average moving distance for each CLP node was less than a half of the VFA node. In addition, as there are n mobile nodes, the number of CLP messages is proportional to n, while VFA is proportional to n2. The CLP algorithm is robust in fault tolerance when some nodes are error in distribution.
移动无线传感器网络中渐进式晶体-晶格排列维持覆盖
针对无线传感器网络中的覆盖问题,提出了一种新的分布式算法——晶体-晶格排列算法(CLP)。中运行相同的CLP算法的所有节点都是可移动的。一个初始种子触发六个相邻节点移动到六边形排列位置,这类似于自然界的晶体-晶格形成过程。这些被选择的节点然后成为触发其他邻近节点的新种子。通过这种渐进过程,在初始条件和边界条件下,实现了覆盖。与虚拟力算法(VFA)相比,CLP算法需要更少的节点和更短的平均移动距离,可以在随机部署中实现100%的覆盖。在模拟中,在相同的假设条件下,CLP算法至少部署了60个节点才能实现100%的覆盖,而VFA算法需要超过100个节点。每个CLP节点的平均移动距离小于VFA节点的一半。此外,由于有n个移动节点,CLP消息的数量与n成正比,而VFA与n2成正比。CLP算法在部分节点分布错误时具有较强的容错能力。
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