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基于WSN的高速汽车动态载荷信号处理方法 被引量:3

Application of wireless sensor network to dynamic weighing of vehicles
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摘要 针对高速动态称重中低频动态载荷严重影响真实轴重称量的问题,通过引入无线传感器网络(WSN)技术,构建智能化称重传感器网络,提出了一种测量高速汽车载荷的系统方案及数据处理方法。分析称重系统采集的汽车动态载荷的振动频率,并构建信号模型,通过基于三参数对动态载荷正弦波曲线进行拟合,建立线性方程组,采用高效算法和信息处理得到精确的称重数据。仿真实验结果表明,该方法平均误差低,数据稳定性较高,而且对高速具有很好适应性,对解决高速动态汽车称重精度问题具有一定的意义。 By introducing the WSN technology and building the intelligent weighing sensor network,this paper proposed a high-speed vehicle load measurement system solutions and a data processing method.Through analyzing the frequency of weigh-in-motion signal,constructing the signal model,acquired the dynamic load signal frequency,then through the sine wave curve fitting which based on three parameters,using efficient algorithm and information processing acquired the accurate weighing data.Simulation results show that the average error is low,data stability is high,and this system solutions has good adaptability to solve the problem of high-speed dynamic vehicle weighing.So it has some significance for solving the problem of high-speed dynamic vehicle weighing.
出处 《微型机与应用》 2011年第9期62-66,共5页 Microcomputer & Its Applications
关键词 动态称重 无线传感器网络 动态载荷 参数估计 weigh-in-motion WSN dynamic weighing parameter estimation
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参考文献4

  • 1曹立平.中国衡器实用手册[M].北京:中国计量出版社,2005.
  • 2HUANG N E, SHEN Z, LONGS R, et al. The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis [C]. Proceedings of Royal Society. London, 1998,44:903-995.
  • 3周志锋,蔡萍,许嘉,陈日兴.基于经验模态分解的汽车动态称重数据处理[J].中国机械工程,2005,16(20):1813-1816. 被引量:15
  • 4Li Jianfeng, Zhou Lifang, Wang Qingqing. Study on dynamic weighing System base onintelligent algorithm[C]. IEEE International Conference on Control and Automation, 2007: 765-768.

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