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Energy-efficient task assignment of wireless sensor network with the application to agriculture

机译:无线传感器网络的节能任务分配及其在农业中的应用

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摘要

Wireless sensor networks have attracted considerable attention from academia as well as industry. The applications of wireless sensor networks encompass the domains of industrial process monitoring and control, machine health monitoring, environment and habitat monitoring, healthcare applications, home automation, traffic control, etc. In this research we focus on the application of wireless sensor networks to agriculture in which sensors are distributed in a field to monitor the environment and soil of certain interested areas in the field. Given aset of measurement requests and tasks, it is critical to develop a formal, automatic and energy-efficient approach to assign the set of measurement tasks among the given wireless sensor network to fulfill the measurement requests subject to the restrictions such as sensorlocations, sensing abilities and the expected number of samplings. In this work, we model the measurement requests and tasks as tuples and formulate the task assignment problem of wireless sensor networks with the application to agriculture as an instance of Integer Linear Programming (ILP) problem. We also develop a task assignment system using Java, SAT4J and TinyOS to implement the proposed {em formal} and {em automatic} task assignment approach. The proposed ILP formulation and developed task assignment system are applied to the simulations on small and middle-sized wireless sensor networks. The simulation results show that the proposed ILP formulation iscorrect and it is feasible to apply the proposed ILP formulation to resolve task assignment problems for small and middle-sized (consisting of at most 100 sensors) wireless sensor networks with a small number of measurement requests (consisting of at most 5 requests).
机译:无线传感器网络已经引起了学术界和行业的极大关注。无线传感器网络的应用涵盖了工业过程监视和控制,机器健康监视,环境和栖息地监视,医疗保健应用,家庭自动化,交通控制等领域。在本研究中,我们重点研究无线传感器网络在农业中的应用。其中,传感器分布在田野中,以监视田野中某些感兴趣区域的环境和土壤。在给定一组测量请求和任务的情况下,至关重要的是要开发一种正式,自动且节能的方法,以便在给定的无线传感器网络中分配一组测量任务,从而满足受诸如传感器位置,感应能力等限制的测量请求以及预期的抽样数量。在这项工作中,我们将测量请求和任务建模为元组,并制定了无线传感器网络的任务分配问题,并将其应用于农业作为整数线性规划(ILP)问题的实例。我们还使用Java,SAT4J和TinyOS开发了任务分配系统,以实现建议的{em正式}和{em自动}任务分配方法。提出的ILP公式和已开发的任务分配系统被应用于中小型无线传感器网络的仿真。仿真结果表明,所提出的ILP公式是正确的,并且可以应用所提出的ILP公式来解决具有少量测量请求的中小型(最多由100个传感器组成)无线传感器网络的任务分配问题(最多包含5个请求)。

著录项

  • 作者

    Xu, Songyan;

  • 作者单位
  • 年度 2010
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
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