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Adjustable Trajectory Design Based on Node Density for Mobile Sink in WSNs

机译:无线传感器网络中基于节点密度的移动接收器可调轨迹设计

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摘要

The design of movement trajectories for mobile sink plays an important role in data gathering for Wireless Sensor Networks (WSNs), as it affects the network coverage, and packet delivery ratio, as well as the network lifetime. In some scenarios, the whole network can be divided into subareas where the nodes are randomly deployed. The node densities of these subareas are quite different, which may result in a decreased packet delivery ratio and network lifetime if the movement trajectory of the mobile sink cannot adapt to these differences. To address these problems, we propose an adjustable trajectory design method based on node density for mobile sink in WSNs. The movement trajectory of the mobile sink in each subarea follows the Hilbert space-filling curve. Firstly, the trajectory is constructed based on network size. Secondly, the adjustable trajectory is established based on node density in specific subareas. Finally, the trajectories in each subarea are combined to acquire the whole network’s movement trajectory for the mobile sink. In addition, an adaptable power control scheme is designed to adjust nodes’ transmitting range dynamically according to the movement trajectory of the mobile sink in each subarea. The simulation results demonstrate that the proposed trajectories can adapt to network changes flexibly, thus outperform both in packet delivery ratio and in energy consumption the trajectories designed only based on the network size and the whole network node density.
机译:移动宿移动轨迹的设计在无线传感器网络(WSN)的数据收集中起着重要作用,因为它会影响网络覆盖范围,数据包传输率以及网络寿命。在某些情况下,整个网络可以划分为随机分布节点的子区域。这些子区域的节点密度完全不同,如果移动宿的移动轨迹无法适应这些差异,则可能导致降低的数据包传输率和网络寿命。为了解决这些问题,我们提出了一种基于节点密度的无线传感器网络中移动宿的可调轨迹设计方法。每个子区域中移动水槽的运动轨迹遵循希尔伯特空间填充曲线。首先,基于网络规模构建轨迹。其次,基于特定子区域中的节点密度建立可调轨迹。最后,合并每个分区中的轨迹,以获取移动接收器整个网络的运动轨迹。此外,还设计了一种自适应的功率控制方案,以根据每个子区域中移动宿的移动轨迹动态调整节点的传输范围。仿真结果表明,所提出的轨迹能够灵活地适应网络的变化,从而在数据包传输率和能耗方面均优于仅基于网络规模和整个网络节点密度设计的轨迹。

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