红外-超宽带系统中基于卡尔曼滤波的多收发方式的误差比较与分析

Chen Jun, He Shibiao
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引用次数: 1

摘要

超宽带(UWB)系统的信号接收方式与传统的信号收发方式相似。但系统对噪声误差极为敏感,噪声误差对不同系统的时钟误差影响不同,对时钟频偏影响较大。因此,对三种收发器模式进行了误差分析:单向时间飞行法(low - tof)、双向时间飞行法(TW-TOF)、双向双边时间飞行法(SDS-TWR)。仿真结果表明,测距误差最小的是SDS-TWR模式,最大的是OWTOF模式。但SDS-TWR系统是其中最复杂的系统,而OW-TOF是最简单的系统。TWTOF对时钟偏差非常敏感。当时钟频偏较小时,误差接近SDS-TOF模式。为了进一步减小误差,采用了直接卡尔曼滤波(KF)和无气味卡尔曼滤波(UKF),最后针对实际测试过程选择了最优方法,效果良好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison and Analysis of the error of multiple Transceiver Mode of TOA based on Kalman filter in IR-UWB system
The signal reception mode of ultra wideband (UWB) system is similar to the traditional signal transmission and reception mode. However, the system is extremely sensitive to the noise error, which has different impacts on the clock error in different systems and has a great impact on the clock frequency offset. Therefore the error analysis of three transceiver modes are carried out: one-way time flight method (OW-TOF), two-way time flight method (TW-TOF), two-way bilateral time flight method (SDS-TWR). The simulation results show that the mode which has the smallest ranging error is the SDS-TWR, and the mode of largest one is OWTOF. But the SDS-TWR system is the most complex system of them, while The OW-TOF is the simplest one. The TWTOF is very sensitive to clock skew. When the clock frequency offset is small, the error approaches the SDS-TOF mode. In order to further reduce the error, the direct Kalman filter (KF) and the Unscented Kalman filter (UKF) are applied, finally the optimal method is selected for the actual test processes, and the effect is good.
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