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The effect of base stations configurations on the accuracy of hyperbolic position location in macrocellular and microcellular GSM systems

机译:基站配置对宏蜂窝和微蜂窝GSM系统中双曲位置定位精度的影响

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One method of position location (PL) in cellular systems is based on measuring the time difference of arrival (TDOA) of signal received by three or more base stations. The received signals are cross-correlated to determine the TDOAs and a set of nonlinear equations is obtained and then solved to produce the location estimate. In this paper two algorithms, Taylor-series and Chan are used. They can provide a precise position estimate at reasonable noise levels. The Taylor-series is an iterative method, so it suffers from the convergence problem and is computationally intensive as the least squares (LS) computation is required in each iteration. Chan's method can provide a non-iterative closed form solution with the same accuracy as in the Taylor method and there is no convergence problem. Also the effect of number and arrangement of base stations on the accuracy of the hyperbolic position location based on TDOA techniques is investigated. This is performed for a range of base stations (BSs) (up to 7) and for two different configurations, macrocellular and microcellular environments in ideal and non-ideal arrangements.
机译:蜂窝系统中位置定位(PL)的一种方法是基于测量三个或更多基站接收到的信号的到达时间差(TDOA)。接收到的信号互相关以确定TDOA,然后获得一组非线性方程,然后求解以产生位置估计。在本文中,使用了泰勒级数和Chan两种算法。它们可以在合理的噪声水平下提供精确的位置估计。泰勒级数是一种迭代方法,因此存在收敛问题,并且由于每次迭代都需要最小二乘(LS)计算,因此计算量很大。 Chan的方法可以提供与泰勒方法相同的精度的非迭代闭合形式解,并且不存在收敛问题。此外,还研究了基于TDOA技术的基站数量和布置方式对双曲线位置定位精度的影响。这是针对一系列基站(BS)(最多7个)以及两种不同的配置(理想和非理想配置的宏蜂窝和微蜂窝环境)执行的。

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