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Improved performances filtering method for wireless sensor location positioning systems

机译:无线传感器定位系统的改进性能过滤方法

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Location and speed measurement services for industrial applications are still of great interest. Filtering algorithms are often used in order to minimize the positioning errors, but they are high energy consuming and difficult to implement in local node low power processors. We propose a filtering algorithm to be implemented in the central control node, based on the real maximum speed a wireless mobile node may have. The operating principle is quite simple as we calculate the speed between two consecutive node positions and eliminate those having values greater than a predefined maximum possible speed. The method is very fast, effective and easy to implement in real applications and with very good results when comparing with similar solutions. The theoretical results demonstrate the method could be a good alternative to existing solutions. Practical measurements setup, results and some conclusions are presented at the end of the paper.
机译:工业应用的位置和速度测量服务仍然引起人们极大的兴趣。通常使用滤波算法以最小化定位误差,但是它们消耗大量能量并且难以在本地节点低功耗处理器中实现。我们建议基于无线移动节点可能具有的实际最大速度在中央控制节点中实施的过滤算法。由于我们计算两个连续节点位置之间的速度,并消除那些值大于预定义的最大可能速度的节点,因此其工作原理非常简单。该方法非常快速,有效并且易于在实际应用中实施,与同类解决方案相比,效果非常好。理论结果表明,该方法可以很好地替代现有解决方案。实际的测量设置,结果和一些结论在本文末尾给出。

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