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A Wireless Sensor Network Model considering Energy Consumption Balance

机译：考虑能耗平衡的无线传感器网络模型

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摘要

In order to solve the contradiction between service quality and survival time ofwireless sensor networks, a newenergy consumption balance model is proposed by shuffled frog leaping algorithm (SFLA). In this model, the mathematical expression of energy consumption in the physical layer is given with transmit power at first, received power, and signal bandwidth, and the objective optimization function of energy consumption balance is built by the total sending energy consumption and transmission power of WSN. Secondly, the long-range dependent characteristic of signal is reduced with wavelet neural network, and the objective optimization function above is solved by shuffled frog leaping algorithm. Finally, the performances between this algorithm and others are studied in simulation experiment, and the results show that this algorithm has greater advantages such as the error frame, the number of survival nodes, and the network lifetime.
机译：为了解决无线传感器网络的服务质量和生存时间之间的矛盾，提出了一种新的能源消耗平衡模型，采用了改组蛙跳算法（SFLA）。该模型首先给出了物理层能耗的数学表达式，包括发射功率，接收功率和信号带宽，并通过总的发送能耗和传输功率来建立能耗平衡的目标优化函数。 WSN。其次，利用小波神经网络降低信号的远距离依赖特性，并通过改组蛙跳算法解决上述目标优化函数。最后，通过仿真实验研究了该算法与其他算法之间的性能，结果表明该算法具有错误帧，生存节点数和网络寿命等优点。

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  • 来源
    《Mathematical Problems in Engineering》 |2018年第6期|8592821.1-8592821.8|共8页
  • 作者

    Zhou Chunliang; Wang Ming; Qu Weiqing; Lu Zhengqiu;

  • 作者单位

    Ningbo Dahongying Univ, Ningbo, Zhejiang, Peoples R China;

    Lishui Univ, Coll Engn, Lishui, Peoples R China;

    Ningbo Dahongying Univ, Ningbo, Zhejiang, Peoples R China;

    Ningbo Dahongying Univ, Ningbo, Zhejiang, Peoples R China;

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  • 正文语种 eng
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