使用十波超宽带收发器进行高精度多径辅助室内定位

Josef Kulmer, Stefan Hinteregger, Bernhard Großwindhager, M. Rath, M. Bakr, E. Leitinger, K. Witrisal
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引用次数: 85

摘要

强大的室内定位和亚米精度的位置感知通常需要高精度的无线电信道测量来提取精确的飞行时间测量。新兴的超宽带转发器,如DecaWave DW1000芯片,提供了相当高的带宽和出色的时钟稳定性来估计信道脉冲响应,产生小于10厘米的测距精度。这些芯片具有竞争力的价格使科学家和工程师首次可以利用超宽带进行室内定位,而无需大量投资实验设备。这项工作研究了DW1000芯片在位置相关信息方面的性能,这些信息可以从它的信道脉冲响应测量中提取出来。我们评估了视距和反射多径分量的信噪比,这是决定测距误差方差的cramsamr - rao下界的关键参数。我们提出了一种新的、高效的定位算法,该算法只需要单个锚点的信息。结果表明,在0.5 m以下的精度下,定位可靠且稳健。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using DecaWave UWB transceivers for high-accuracy multipath-assisted indoor positioning
Robust indoor positioning and location awareness at a sub-meter accuracy typically require highly accurate radio channel measurements to extract precise time-of-flight measurements. Emerging UWB transponders like the DecaWave DW1000 chip offer to estimate channel impulse responses with reasonably high bandwidth and excellent clock stability, yielding a ranging precision below 10 cm. The competitive pricing of these chips allows scientists and engineers for the first time to exploit the benefits of UWB for indoor positioning without the need for a massive investment into experimental equipment. This work investigates the performance of the DW1000 chip concerning position related information that can be extracted from its channel impulse response measurements. We evaluate the signal-to-interference-plus-noise ratio of the line-of-sight and reflected multipath components which is a key parameter determining the Cramér-Rao lower bound on the ranging error variance. We propose a novel and highly efficient positioning algorithm, which requires information from a single anchor only. Results demonstrate reliable and robust positioning at an accuracy below 0.5 m.
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