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On-line algorithms for the channel assignment problem in cellular networks

机译:蜂窝网络中信道分配问题的在线算法

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We consider the on-line channel assignment problem in the case of cellular networks and we formalize this problem as an on-line load balancing problem for temporary tasks with restricted assignment. For the latter problem, we provide a general solution (denoted as the cluster algorithm) and we characterize its competitive ratio in terms of the combinatorial properties of the graph representing the network. We then compare the cluster algorithm with the greedy one when applied to the channel assignment problem: it turns out that the competitive ratio of the cluster algorithm is strictly better than the competitive ratio of the greedy algorithm. The cluster method is general enough to be applied to other on-line load balancing problems and, for some topologies, it can be proved to be optimal.
机译:在蜂窝网络的情况下,我们考虑在线信道分配问题,并将该问题形式化为具有受限分配的临时任务的在线负载平衡问题。对于后一个问题,我们提供了一种通用解决方案(称为聚类算法),并根据代表网络的图的组合特性来描述其竞争比。然后,我们将聚类算法与贪婪算法应用于信道分配问题进行了比较:事实证明,聚类算法的竞争率严格优于贪婪算法的竞争率。群集方法足够通用,可以应用于其他在线负载平衡问题,并且对于某些拓扑,可以证明它是最佳的。

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