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Fast Phase Synchronization with Clustering and One-Bit Feedback for Distributed Beamforming in a Wireless Sensor Network

机译:无线传感器网络中具有聚类和一位反馈的快速相位同步,用于分布式波束成形

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In this paper, we propose a fast phase synchronization method with clustering and one bit feedback for distributed beamforming in a wireless sensor network where multiple single-antenna nodes transfer their sensing data to a data collector. To transmit the data effectively, the distributed nodes should adjust their transmit signals' phase properly so that their signals are constructively added up at the data collector with a same phase, resulting in an increasing received signal strength (RSS). Accordingly, in conventional phase synchronization methods, the data collector broadcasts a common message with a single-bit feedback and, depending the feedback message, each node updates its transmit signal phase. Because, in such conventional methods, the phase are updated based on the random perturbation in a distributed way, the phases are slowly converged and the time required for the synchronization becomes large and it is more serious in a massively distributed sensor network. To overcome the problem, in the proposed method, we separate the distributed sensors into several clusters. Then, in the first stage, the phases in each cluster are synchronized with one-bit feedback and in the second stage, the inter-cluster phases are synchronized based on the grid-search with a one-bit feedback. Through the simulation, we verify that our proposed scheme has a shorter convergence time than the conventional scheme without any feedback overhead.
机译:在本文中,我们提出了一种具有聚类和一位反馈的快速相位同步方法,用于无线传感器网络中的多个单天线节点将其感测数据传输到数据收集器的分布式波束成形。为了有效地传输数据,分布式节点应适当地调整其传输信号的相位,以使它们的信号以相同的相位在数据收集器处相长地相加,从而导致接收信号强度(RSS)不断增加。因此,在常规的相位同步方法中,数据收集器广播具有单比特反馈的公共消息,并且根据该反馈消息,每个节点更新其发射信号相位。因为在这种常规方法中,相位是基于随机扰动以分布式方式进行更新的,所以相位会慢慢收敛,并且同步所需的时间会变大,并且在大规模分布式传感器网络中会变得更加严重。为了解决该问题,在提出的方法中,我们将分布式传感器分为几个集群。然后,在第一阶段,每个群集中的相位与一位反馈同步;在第二阶段,基于网格搜索,群集间相位与一位反馈同步。通过仿真,我们验证了我们提出的方案具有比传统方案更短的收敛时间,并且没有任何反馈开销。

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