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Use of High Sensitivity GNSS Receiver Doppler Measurements for Indoor Pedestrian Dead Reckoning

机译:室内行人航位推算中高灵敏度GNSS接收器多普勒测量的使用

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摘要

Dead-reckoning (DR) algorithms, which use self-contained inertial sensors combined with gait analysis, have proven to be effective for pedestrian navigation purposes. In such DR systems, the primary error is often due to accumulated heading drifts. By tightly integrating global navigation satellite system (GNSS) Doppler measurements with DR, such accumulated heading errors can usually be accurately compensated. Under weak signal conditions, high sensitivity GNSS (HSGNSS) receivers with block processing techniques are often used, however, the Doppler quality of such receivers is relatively poor due to multipath, fading and signal attenuation. This often limits the benefits of integrating HSGNSS Doppler with DR. This paper investigates the benefits of using Doppler measurements from a novel direct vector HSGNSS receiver with pedestrian dead-reckoning (PDR) for indoor navigation. An indoor signal and multipath model is introduced which explains how conventional HSGNSS Doppler measurements are affected by indoor multipath. Velocity and Doppler estimated by using direct vector receivers are introduced and discussed. Real experimental data is processed and analyzed to assess the veracity of proposed method. It is shown when integrating HSGNSS Doppler with PDR algorithm, the proposed direct vector method are more helpful than conventional block processing method for the indoor environments considered herein.
机译:使用独立式惯性传感器与步态分析相结合的航迹推算(DR)算法已被证明对行人导航有效。在这样的DR系统中,主要的错误通常是由于累积的航向漂移。通过将全球导航卫星系统(GNSS)多普勒测量结果与DR紧密集成,通常可以准确地补偿这种累积的航向误差。在弱信号条件下,经常使用具有块处理技术的高灵敏度GNSS(HSGNSS)接收机,但是由于多径,衰落和信号衰减,此类接收机的多普勒质量相对较差。这通常会限制将HSGNSS多普勒与DR集成的好处。本文研究了从新型直接矢量HSGNSS接收器(带有行人死区复归(PDR))进行室内导航时使用多普勒测量的好处。介绍了一种室内信号和多径模型,该模型解释了传统的HSGNSS多普勒测量如何受到室内多径影响的。介绍并讨论了使用直接矢量接收机估算的速度和多普勒。实际的实验数据经过处理和分析,以评估所提出方法的准确性。当将HSGNSS多普勒与PDR算法集成时,对于本文考虑的室内环境,所提出的直接矢量方法比常规块处理方法更有帮助。

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