Connectivity in CRNs with bounded tree-width potential graph and its fixed parameter tractability

Akhil Sehrawat, R. Misra, R. Yadav
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引用次数: 2

Abstract

Cognitive Radio Networks (CRNs) are considered as a promising solution to the spectrum shortage problem in wireless communication. We model the network of secondary users (SUs) as an undirected potential graph PG = (V (PG),E(PG)), where v ∈ V (PG) correspond to a secondary user and each edge (u, v) ∈ E(PG) represents link between nodes u and v (nodes are in within the transmission range). Two nodes having an edge between them are connected if their spectrum assignments have a common channel. In general, it is NP-complete to determine whether the network is connectable through spectrum assignment in CRN. In this paper, we propose a dynamic programming algorithm to check κ-channel connectivity of CRNs through spectrum assignment for the special case in which PG is a bounded tree-width graph. We also show that the κ-channel connectivity problems are fixed-parameter tractable. We have studied our proposed algorithm theoretically as well practically. The complexity of proposed algorithm is O(k)O(k)nO(1), where is k is the number of channels and n is number of SUs in CRN. Through simulation results, we have analysed that the channel connectivity depends on the available channels, spectrum map of each SU, antenna budget, tree-width of networks.
有界树宽势图crn的连通性及其参数可跟踪性
认知无线网络(crn)被认为是解决无线通信频谱短缺问题的一种很有前途的方法。我们将次要用户网络(su)建模为无向势图PG = (V (PG),E(PG)),其中V∈V (PG)对应一个次要用户,每条边(u, V)∈E(PG)表示节点u和V之间的链路(节点在传输范围内)。如果两个节点的频谱分配具有公共信道,则在它们之间具有边的两个节点是连接的。一般来说,在CRN中,通过频谱分配来确定网络是否可连接是np完全的。在本文中,我们提出了一种动态规划算法,通过频谱分配来检查crn的κ通道连通性,其中PG是有界树宽度图。我们还证明了κ通道连接问题是固定参数可处理的。我们从理论上和实践上对我们提出的算法进行了研究。本文算法的复杂度为O(k)O(k)nO(1),其中k为通道数,n为CRN中的su数。通过仿真结果,分析了信道连通性取决于可用信道、各单元的频谱映射、天线预算、网络树宽度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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