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Techniques for Mobile Location Estimation in UMTS

机译:UMTS中移动位置估计的技术

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摘要

The subject area of this thesis is the locating of mobile users using the future 3rd generationudspread spectrum communication system UMTS. The motivation behind this work is twofold:udfirstly the United States Federal Communications Commission (FCC) mandated the provisionudof user location into services in the United States of America due to the increasing number ofudemergency calls originating from unknown locations. Secondly the user location can enableuda number of other potentially profit–making applications and services. These are generallyudthought to be the important new applications of the third generation mobile networks.udThe UMTS standard has now made provision for a time difference of arrival based mobileuduser location system in which the mobile measures time differences of arrival of received signalsudfrom surrounding base stations (BS’s). There are two main problems to such a technique:udfirstly the problem of detecting enough base stations to make a location fix, the so called ‘hearability’udproblem. In spread spectrum systems all base stations transmit on the same bandwidthudthus non–serving BS’s may not be detectable in normal operation. The second problem isudnon–line of sight (NLOS) propagation, in which time difference measurements (or any otherudmeasurement types) may be corrupted significantly, thus causing significant location error.udThe thesis of this work is that these two problems can be entirely overcome using spatial filteringudof measurements and location estimates. Two constraints that are placed on the filteringudalgorithms are that the operation should be real time and that the precise distribution of NLOSuderrors is unknown (though certain key characteristics are exploited).udA channel model is first developed, which specifically characterises line of sight and NLOSudtransitions as well as out of cell radio wave propagation. Several scenarios are then simulated.udSlow moving users, low hearability and heavily NLOS conditions pose the biggest challenge.udSpatial filtering is achieved by Kalman filters adapted to the problem, as well as simple averagingudfilters. Results show that improved location accuracy (to within FCC recommendations)udis possible in all considered scenarios with spatial filtering as well as improved robustness toudlow hearability. The detection stage of the receiver is also analysed in detail and methods toudimprove hearability are presented.udThe performance of a hybrid location system using angle of arrival measurements of the mobileudat the serving BS is also assessed. A fairly pessimistic model for the spread of NLOS errors isudused, however significant location improvement is noted in several scenarios. Worst performanceudoccurs in urban scenarios so finally a novel approach to user location is described which isudrobust to NLOS propagation conditions and also overcomes the hearability problem since onlyudmeasurements at the serving BS are required. The technique, termed Scatterer Back Tracingud(SBT), uses and requires multipaths to calculate the mobile location. Results suggest this SBTudcan provide extremely high location accuracy but is very sensitive to measurement noise.
机译:本文的主题领域是使用未来的第三代扩频通信系统UMTS定位移动用户。这项工作背后的动机是双重的:首先,由于来自未知位置的紧急呼叫数量不断增加,美国联邦通信委员会(FCC)强制将用户位置提供到美国的服务中。其次,用户位置可以启用其他数量的其他潜在的获利应用程序和服务。通常,这些被认为是第三代移动网络的重要新应用。 udUMTS标准现已为基于到达时间差的移动用户定位系统做出了规定,其中移动设备测量接收信号的到达时间差 ud来自周围的基站(BS)。这种技术有两个主要问题:首先是检测足够的基站以进行位置定位的问题,即所谓的“可听性” udproblem。在扩频系统中,所有基站都在相同的带宽上传输,因此在正常操作中可能无法检测到非服务性BS。第二个问题是 udnon–视线(NLOS)传播,其中时差测量(或任何其他 udmeasure类型)可能会被严重破坏,从而导致明显的位置误差。 ud本文的工作是这两个问题使用空间滤波 udof测量和位置估计可以完全克服。过滤 udalgorithms上的两个约束是:操作应该是实时的,并且NLOS uderrors的精确分布是未知的(尽管利用了某些关键特征)。 ud首先建立了信道模型,该模型专门描述了线路视距和NLOS udtransition以及单元外无线电波传播。然后,对几种情况进行了模拟。 ud用户移动缓慢,可听度低和NLOS严重不足构成了最大挑战。 ud通过适用于该问题的Kalman滤波器以及简单的平均 udfilter来实现空间滤波。结果表明,在所有考虑的情况下,使用空间过滤以及提高鲁棒性以降低听觉性,都可以提高定位精度(在FCC建议范围内)。还详细分析了接收器的检测阶段,并提出了改善听觉性的方法。ud还评估了使用移动基站到达角度测量的混合定位系统的性能。对于NLOS错误的传播,我们使用了相当悲观的模型,但是在几种情况下,位置的改善也很明显。在城市场景中会出现最差的性能,因此最后描述了一种新的用户定位方法,该方法对于NLOS传播条件是不可靠的,并且由于只需要在服务BS处进行测量,因此克服了可听性问题。这项技术称为“散射回溯 ud(SBT)”,它使用多路径并要求使用多路径来计算移动位置。结果表明,该SBT ud可以提供极高的定位精度,但对测量噪声非常敏感。

著录项

  • 作者

    Thomas Nicholas J;

  • 作者单位
  • 年度 2001
  • 总页数
  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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