设计无线自组织网络的传输调度,使网络吞吐量最大化

B. J. Wolf, J. Hammond, H. Russell
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引用次数: 5

摘要

我们提出了一种利用广播传输调度最大化移动自组织分组无线网络吞吐量的方法。在这样的网络中,如果在当前的传输调度中没有为终端分配足够的传输时隙来处理流经它的流量,终端可能会成为瓶颈。在自组织网络中,由于终端分布不均匀,拓扑瓶颈问题经常出现。在网络的稀疏区域的终端可能需要转发大量的流量,以方便网络的密集区域之间的通信。我们通过修改广播传输调度来解决这个问题,以便处理更多流量的终端有更多的传输机会。首先,我们描述了一个从端到端稳定吞吐量角度分析给定调度性能的理论框架;我们还定义了这个性能的上界。接下来,我们介绍了一种集中式算法,该算法使用类似于模拟退火的过程来生成具有接近最佳性能的调度。我们进行了仿真研究,以证明集中式算法产生的传输调度在端到端数据包延迟、吞吐量和完成率方面比简单、无冲突的传输调度提供了极大的性能改进。这些研究是在各种测试网络上进行的,以推广结果并证明这些原则的广泛适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Designing transmission schedules for wireless ad hoc networks to maximize network throughput
We present a method for maximizing the throughput of mobile ad hoc packet radio networks using broadcast transmission scheduling. In such networks, a terminal may become a bottleneck if it is not allocated enough transmission slots in the current transmission schedule to handle the traffic flowing through it. Topology induced bottlenecks may arise frequently in ad hoc networks due to uneven distributions of terminals. Terminals in sparse areas of a network may be required to forward a large amount of traffic to facilitate communication between dense areas of the network. We address this problem by modifying the broadcast transmission schedule so that terminals handling more traffic have more opportunities to transmit. First, we describe a theoretical framework for analyzing the performance of a given schedule in terms of end-to-end stable throughput; we also define the upper bound for this performance. Next, we introduce a centralized algorithm that uses a process similar to simulated annealing to generate schedules with near optimal performance. We conduct simulation studies to show that transmission schedules produced by the centralized algorithm offer greatly improved performance over a simple, collision-free transmission schedule in terms of end-to-end packet delay, throughput, and completion rate. These studies are performed on a variety of test networks to generalize results and demonstrate the wide applicability of these principles.
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