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Design, Implementation and Testing of a Cost Function Based Scheduling Mechanism for a Water Management System

机译:用于水管理系统成本函数调度机制的设计,实施和测试

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The IEEE 802.15.4 standard for low data rate and low power devices is currently in use by many Internet of Things (IoT) networks and control networks based on wireless sensor networks. One such application area is the water management systems for water supply and usage control. With the implementation of this standard in Contiki, no mechanism is present for control messages when other packets are being transmitted as well in the network. The gateway devices in these networks are usually exposed to more load in the network. During periods of high demand, packet dropping can occur at these nodes as well as other intermediate nodes that forward data. To address the high packet loss and congestion that takes place when the load level is high in a water telemetry management network, we propose a novel scheduling mechanism. This scheduling mechanism was implemented in the COOJA simulator using the Contiki operating system for wireless sensor nodes as an enhancement to carrier sense multiple access with collision avoidance (CSMA/CA). The results show that with the application of the proposed cost function (CF) scheduling strategy, packet loss is reduced and throughput is improved in multi-hop networks over the default scheduling mechanism. This mechanism can also be implemented in other rapid growing Internet of Things (IoT) networks and can improve performance when carrying high loads.
机译:IEEE 802.15.4用于低数据速率和低功耗设备的标准目前用于基于无线传感器网络的许多事物(物联网)网络和控制网络。一个这样的应用领域是供水和使用控制的水管理系统。通过在Contiki中实现本标准,当在网络中也在传输其他数据包时,没有用于控制消息的机制。这些网络中的网关设备通常暴露于网络中的更多负载。在高需求期间,可以在这些节点以及转发数据的其他中间节点处发生数据包丢弃。为了解决当在水遥测管理网络中负载水平高时发生的高数据包丢失和拥塞,我们提出了一种新的调度机制。该调度机制是在COOJA模拟器中实现了使用Contiki操作系统的无线传感器节点,作为载波感测多次访问的增强,具有碰撞避免(CSMA / CA)。结果表明,随着所提出的成本函数(CF)调度策略,减少了数据包丢失,在默认调度机制上的多跳网络中的吞吐量得到了改进。该机制也可以在其他快速生长的事物(物联网)网络中实现,并且可以在承载高负荷时提高性能。

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