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On the phase transition analysis of k/Q-coverage problem in wireless sensor networks

机译:关于无线传感器网络K / Q覆盖问题的相转移分析

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Phase transition is an important area of research in studying empirical hardness of NP-complete problems. We explore the possibility of phase transition phenomena in k/Q-coverage problem of wireless sensor networks wherein there exists some parameter for which the problem exhibits a sharp transition as the value of the parameters increase. We identify sensing range as one such parameter that triggers phase transition. The phase-transition region is identified. The problem can be solved easily (believed to be in polynomial time) if the parameters are outside this critical region. This work would be an addition to the existing models whose phase transition has already been studied. It would give an idea on the choice of parameters to be adopted for making k/Q-coverage problem solvable in real applications.
机译:相转变是研究NP完全问题的经验硬度的重要研究领域。我们探讨了无线传感器网络的K / Q覆盖问题中相变现象的可能性,其中存在一些参数,因为参数的值增加,问题表现出急剧转换。我们将感测范围识别为触发相位转换的一个这样的参数。识别相移区域。如果参数位于该关键区域之外,则可以容易地解决问题(被认为是多项式时间)。这项工作是对已经研究过阶段转换的现有模型的补充。它将了解要采用的参数选择,以便在实际应用中可解决K / Q-Ruckage问题。

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