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Distributed Algorithms for TDMA Link Scheduling in Sensor Networks

机译:传感器网络中TDMA链路调度的分布式算法

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The paper is devoted to Time Division Multiple Access Link Scheduling Protocols in wireless sensor networks for full duplex (two-way) communication, where each sensor is scheduled on an incident link as a transmitter and as a receiver in two different time slots. We formulate the full duplex link scheduling problem (FDLSP) as distance-2 edge coloring in bi-directed graphs. We proves that there exists a $Delta$-approximation algorithm for FDLSP ($Delta$ being the maximum node degree in the network). Then, we present two distributed algorithms. The first is a synchronous algorithm based on finding maximal independent sets. The second is an asynchronous depth first search (DFS) algorithm. The maximal independent set based algorithm requires only $O(Delta log^*n)$ communication rounds (where $n$ is the number of processors in the network) for growth bounded graphs, which is a realistic geometric model of sensor networks. For general graphs, the maximal independent set based algorithm requires $O(Delta^4+Delta^3 log^*n)$ communication rounds, improving upon the previous best algorithm with $O(nDelta^2 + n^2 m)$ communication rounds (where $m$ is the number of links in the network). The asynchronous DFS based algorithm requires only $O(n)$ communication rounds for both general and growth bounded graphs. The simulations show that the proposed algorithms assign on average equal or fewer number of time slots compared to the best known distributed algorithm while being significantly faster.
机译:本文致力于无线传感器网络中用于全双工(双向)通信的时分多址链路调度协议,其中每个传感器在入射链路上被调度为两个不同时隙中的发送器和接收器。我们将全双工链路调度问题(FDLSP)表示为双向图中的距离2边着色。我们证明存在用于FDLSP的$ Delta $近似算法($ Delta $是网络中的最大节点度)。然后,我们提出两种分布式算法。第一种是基于找到最大独立集的同步算法。第二种是异步深度优先搜索(DFS)算法。基于最大独立集的算法仅需要$ O(Delta log ^ * n)$个通信回合(其中$ n $是网络中的处理器数量)即可,这是传感器网络的现实几何模型。对于一般图形,基于最大独立集的算法需要$ O(Delta ^ 4 + Delta ^ 3 log ^ * n)$个通信回合,使用$ O(nDelta ^ 2 + n ^ 2 m)$改进了以前的最佳算法。通信回合(其中$ m $是网络中的链接数)。基于异步DFS的算法只需要$ O(n)$通信回合即可用于普通图和增长图。仿真表明,与最著名的分布式算法相比,所提出的算法平均分配的时隙数等于或更少,同时明显更快。

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