Frequency-Polarization Signal Processing to Combat Multipath in Local Positioning Systems.

Fedor B. Serkin
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Abstract

The properties of a local positioning system operating in the 2.4 GHz ISM band, which is capable of supplementing the constellation with local system signals to achieve high positioning accuracy in a complex interference environment, are investigated. In this case, global navigation satellite systems (GNSS) signal receivers often also implement other methods for estimating the position or parameters associated with it: inertial systems, ultra-wideband systems, radars, etc. In this paper, the study of the properties of a local positioning system operating in the 2.4 GHz ISM band , capable of supplementing the constellation with local system signals to achieve high positioning accuracy in difficult conditions. The emphasis here is on indoor operation of the system when GNSS signals are unavailable. In addition, there are a large number of reflected signals in the room. The paper presents a method for describing reflected signals using the Jones vector, as well as the synthesis of optimal algorithms for estimating signal parameters under complex conditions for simplified scenarios. With the help of modeling, it is shown that the optimal methods are poorly applicable to real situations, however, they allow a better understanding of the physics of processes. Based on this understanding, a signal shaping technique is proposed to create a large redundancy of measurements in the receiver, as well as an empirical method for rejecting false measurements. With the help of this method, it has been experimentally shown that indoors in difficult conditions and in the presence of multipath, it is possible to achieve the RMS positioning error of less than 10 centimeters.
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局部定位系统中对抗多径的频率极化信号处理。
研究了2.4 GHz ISM频段局部定位系统的特性,该系统能够在复杂干扰环境下对星座进行局部系统信号补充,以达到较高的定位精度。在这种情况下,全球导航卫星系统(GNSS)信号接收器通常还采用其他方法来估计与之相关的位置或参数:惯性系统、超宽带系统、雷达等。本文研究了一种工作在2.4 GHz ISM频段的局部定位系统的特性,该系统能够向星座补充局部系统信号,在困难条件下实现较高的定位精度。这里的重点是在没有GNSS信号的情况下系统的室内操作。另外,室内有大量的反射信号。本文提出了一种用琼斯矢量描述反射信号的方法,并综合了简化场景下复杂条件下信号参数估计的最优算法。在建模的帮助下,结果表明,最优方法很难适用于实际情况,然而,它们可以更好地理解过程的物理性质。基于这种理解,提出了一种信号整形技术,以在接收机中创建大量冗余的测量,以及一种拒绝错误测量的经验方法。实验表明,在室内条件困难、多径存在的情况下,该方法可以实现RMS定位误差小于10厘米。
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来源期刊
Radioelektronika, Nanosistemy, Informacionnye Tehnologii
Radioelektronika, Nanosistemy, Informacionnye Tehnologii Materials Science-Materials Science (miscellaneous)
CiteScore
0.60
自引率
0.00%
发文量
38
期刊介绍: Journal “Radioelectronics. Nanosystems. Information Technologies” (abbr RENSIT) publishes original articles, reviews and brief reports, not previously published, on topical problems in radioelectronics (including biomedical) and fundamentals of information, nano- and biotechnologies and adjacent areas of physics and mathematics. The authors of the journal are academicians, corresponding members and foreign members of the Russian Academy of Natural Sciences (RANS) and their colleagues, as well as other russian and foreign authors on the proposal of the members of RANS, which can be obtained by the author before sending articles to the editor or after its arrival on the recommendation of a member of the editorial board or another member of the RANS, who gave the opinion on the article at the request of the editior. The editors will accept articles in both Russian and English languages. Articles are internally peer reviewed (double-blind peer review) by members of the Editorial Board. Some articles undergo external review, if necessary. Designed for researchers, graduate students, physics students of senior courses and teachers. It turns out 2 times a year (that includes 2 rooms)
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