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A scalable analytical framework for deriving optimum scheduling and routing in underwater sensor networks

机译:一种可扩展的分析框架,用于导出水下传感器网络中的最佳调度和路由

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Underwater sensor networks have become an important area of research with many potential practical applications. Given impairments of optical and radio propagation, acoustic communication is used for underwater networking, which translates into variable and long propagation delays, low data rates, long interference ranges and significant fluctuations in terms of link quality over time. A complete characterization of the unique features of the acoustic channel introduces significant complexity both in analytical models and in simulators but is needed for correct characterization of underwater protocols performance. Our objective has been that of designing scalable analytical techniques which are able to derive optimum traffic scheduling and routing for underwater sensor networks while accurately capturing underwater channels features. Specifically the paper presents an analytical model for joint MAC and routing optimization which produces the optimum solution for small to medium scale underwater networks. Scalable, centralized heuristics are then designed, which combine approximate analytical models and scheduling heuristics, and are able to generate solutions close to the optimum. The overall result is a powerful tool to derive benchmark results (upper bounds) for underwater protocol performance and to understand the tradeoffs and performance limits of such systems.
机译:水下传感器网络已成为许多潜在的实际应用的重要研究领域。考虑到光学和无线电传播的损伤,声学通信用于水下网络,其转换为可变和长传播延迟,低数据速率,长干扰范围和随时间的链路质量方面的显着波动。对声道的独特特征的完整表征在分析模型和模拟器中引入了显着的复杂性,但需要正确表征水下方案性能。我们的目标是设计可扩展的分析技术,该技术能够为水下传感器网络推导出最佳的流量调度和路由,同时准确地捕获水下通道特征。具体地本文提出了一种用于联合MAC和路由优化的分析模型,其为小于中等水下网络的最佳解决方案产生了最佳解决方案。然后设计可扩展的集中式启发式,这组合了近似分析模型和调度启发式,并且能够产生接近最佳的解决方案。整体结果是推导基准结果(上限)进行水下协议性能的强大工具,并了解此类系统的权衡和性能限制。

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