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Improving the Performance of an FMCW Indoor Localization System by Optimizing the Ranging Estimator

机译:通过优化测距估计器提高FMCW室内定位系统的性能

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摘要

This work presents a three dimensional localization system for indoor environments based on Frequency Modulation Continuous Wave radar technology. An optimization of the Symmetric Double Sided Two Way Ranging estimator is proposed to improve the accuracy of the positioning algorithms. Moreover, the most promising positioning techniques, Recursive Least Square Method and Extended Kalman Filter, are analyzed. Measurements are presented that demonstrate that our proposal improves significantly the accuracy of the 3D positioning algorithms.
机译:这项工作提出了一种基于调频连续波雷达技术的用于室内环境的三维定位系统。为了提高定位算法的精度,提出了一种对称的双向双向测距估计器的优化方法。此外,分析了最有前途的定位技术,即递归最小二乘法和扩展卡尔曼滤波器。提出的测量结果表明,我们的建议显着提高了3D定位算法的准确性。

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