基于超声测距辅助的零速度检测方法

Juyang Liang, Dasen Luo, Jiawei Hui, Bolong Zhao
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引用次数: 0

摘要

惯性行人导航中积累的误差可以通过零速度校正算法进行移植,而现阶段的零速度检测算法存在阈值单一、容易漏检和误检、计算量大、计算时延大等问题。为了解决这些问题,提出了一种超声测距辅助零速度检测方法。通过放置在双脚上的超声波传感器实时测量双脚间距,然后利用最短双脚间距与零速度间隔之间的时间关系,在广义似然比(GLRT)方法中加入时间约束。实验表明,在不同的步态状态下,该算法的准确率优于单阈值法,平均准确率在95%以上。并且由于超声近距离精度高、体积小的特点,该方法计算简单、延时小,具有实际应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Zero-Velocity Detection Method Based on Ultrasonic Ranging Assistance
The accumulated error in inertial pedestrian navigation can be transplanted through the zero-velocity correction algorithm, and the zero-velocity detection algorithm at this stage has the problems of single threshold, easy to miss detection and false detection, large calculation amount and large calculation delay. In order to solve these problems, an ultrasonic ranging auxiliary zero-velocity detection method is proposed. The foot spacing is measured in real time by an ultrasonic sensor placed on both feet, and then a time constraint is added to the Generalized Likelihood Ratio (GLRT) method using the time relationship between the shortest foot spacing and the zero-velocity interval. Experiments show that the accuracy of the proposed algorithm is better than that of the single threshold method under different gait states, and the average accuracy is above 95%. And due to the characteristics of high ultrasonic short-distance accuracy and small size, this method has simple calculation and small delay, which has practical application value.
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