Data collection in wireless sensor networks assisted by mobile collector

Tzung-Cheng Chen, Tzung-Shi Chen, Ping-Wen Wu
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引用次数: 5

Abstract

The subject of acquiring sensed data with the aid of a mobile collector from a wireless sensor network (WSN) that possesses partitioned/islanded WSNs is investigated. The battery depletion of sensor nodes can lead to partitioned/islanded WSNs; as a result, the base station collects merely somewhat sensed data while data routing difficulty arisen. To ease the effect of partitioned or islanded WSNs, a mobile collector is employed to assist collecting data in partitioned/islanded WSNs and bring those collected data stored locally back to the base station. To carry out this work, two key tasks are of concerns, identifying the locations of partitioned/islanded WSNs and navigating the mobile collector to the desired location. To identify the locations of partitioned/islanded WSNs, two control approaches, global-based approach and local-based approach, are proposed. Accordingly, the navigating strategy of the mobile collector can be scheduled based on the time and location. Three scheduling strategies are introduced, time-based scheduling, location-based scheduling, and dynamic-moving-based scheduling. Upon these strategies, the mobile collector is about to collect the sensed data back from partitioned/islanded WSNs. Therefore, the efficiency of sensed data collected by the base station in partitioned/islanded WSNs is improved. Through simulation under the environment of ns-2 simulator, the results show that the collecting strategies proposed can dramatically improve sensed data collecting performance in partitioned or islanded WSNs.
移动采集器辅助无线传感器网络中的数据采集
研究了利用移动采集器从具有分区/孤岛无线传感器网络的无线传感器网络(WSN)中获取传感数据的问题。传感器节点的电池耗尽会导致wsn的分区/孤岛;因此,基站只能采集少量的感测数据,而产生了数据路由困难。为了减轻分区或孤岛无线传感器网络的影响,采用移动收集器协助收集分区/孤岛无线传感器网络中的数据,并将收集到的本地存储的数据带回基站。为了完成这项工作,需要关注两个关键任务:确定分区/孤岛wsn的位置,并将移动收集器导航到所需位置。为了识别分区/孤岛wsn的位置,提出了基于全局和基于局部的两种控制方法。因此,可以根据时间和位置调度移动收集器的导航策略。介绍了三种调度策略:基于时间的调度、基于位置的调度和基于动态移动的调度。基于这些策略,移动收集器将从分区/孤岛的wsn中收集感知到的数据。因此,在分区/孤岛的无线传感器网络中,基站采集感知数据的效率得到了提高。通过ns-2模拟器环境下的仿真,结果表明所提出的采集策略可以显著提高分区或孤岛WSNs的感知数据采集性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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