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Indoor positioning based on lower limb motion

机译:基于下肢运动的室内定位

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摘要

Indoor positioning provides great convenience for people's daily life. So far, numerous techniques have been proposed to track human movement, such as TOA, AOA and RSSI. Usually, these methods measure position depending on installed cells. In this paper, we propose a lower limb motion-based indoor positioning approach. Four IMU sensors are attached on both legs, separately, in order to get lower limbs orientation during a walking action. Step alternations are obtained by detecting the supporting foot, with the assistance from virtual colliders in re-constructed virtual platform. Furthermore, while the supporting foot is moving back and forward, a compensatory displacement is calculated to represent the actual displacement of human body. Finally a transformation between the global and Unity3D coordinate systems works out successive indoor positions. Stability and reliability are verified by in-situ walking tests. Indoor walking experiments show 9.9 cm position drift and 38.7 cm2 variance over a 700 cm long route. Without overdependence on beforehand installed cells of TOA's or RSSI's, our method indeed provides a novel way of acquiring human positions and it extends the applications of motion capture, at the same time.
机译:室内定位为人们的日常生活提供了极大的便利。到目前为止,已经提出了许多跟踪人类活动的技术,例如TOA,AOA和RSSI。通常,这些方法根据安装的电池来测量位置。在本文中,我们提出了一种基于下肢运动的室内定位方法。四个IMU传感器分别安装在两条腿上,以便在步行过程中获得下肢的方向。通过在重建的虚拟平台中的虚拟对撞机的帮助下,通过检测支撑脚来获得踏步交替。此外,在支撑脚前后移动时,将计算补偿位移以表示人体的实际位移。最后,在全局坐标系和Unity3D坐标系之间进行转换可以得出连续的室内位置。稳定性和可靠性通过现场行走测试得到验证。室内步行实验显示,在700厘米长的路线上,位置漂移为9.9厘米,方差为38.7平方厘米。在不过度依赖TOA或RSSI预先安装的单元的情况下,我们的方法确实提供了一种获取人体位置的新颖方法,并且同时扩展了运动捕捉的应用范围。

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