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Signal processing and collective detection for locata positioning system

机译:Locata定位系统的信号处理和集体检测

摘要

Unlike conventional Pseudolite Positioning Systems (PLPS), Locata is a positioning technology that employs a network of terrestrial-based time-synchronised transceivers (LocataLites) that transmit pulsed signals (i.e. Time-Hopped Direct Sequence Code Division Multiple Access or TH/DS-CDMA signal) in a non-GNSS frequency band, effectively mitigating most of the problems faced by conventional PLPS. However, the signal processing methods of TH/DS-CDMA are largely unreported in the academic community. This thesis focuses on the signal processing techniques (i.e. acquisition and tracking) for Locata and the possibility of integration with GPS at the signal acquisition stage. The TH/DS-CDMA signal was fully characterised and its signal parameters identified without any knowledge of its Interface Control Document (ICD) or similar documents. The full characterisation allowed investigations on the acquisition and tracking of Locata’s signal to be conducted “from the ground up”.Assuming sufficiently strong signals, two exhaustive search methods that attempt to minimise acquisition time are proposed to synchronise the TH component at the acquisition stage, an area of study that has not been previously addressed. Furthermore, the TH acquisition process is extended to combine signals of multiple bursts to overcome weak signals via the Sequential Probability Ratio Test (SPRT) concept.A method to track the TH/DS-CDMA signal is proposed and compared against benchmark cases. A modified tracking loop is then used to track combined signals via a simplified structure using fewer components, and proved to outperform a single channel tracking loop.The performance of various estimation approaches for a recently developed multi-transmitter combined acquisition method (Collective Detection) for GPS L1 signals was evaluated. The method was empirically proven under a typical scenario to be more sensitive than conventional acquisition methods by a margin of 3dB. The method was expanded to include terrestrial Locata signals, making possible the first investigation of GPS/Locata integration at the signal acquisition stage. Collective Detection was also evaluated for its performance under various coarse-time errors, a type of error that has not been previously accounted for. A hybrid Collective Detection algorithm was proposed and shown to reduce significantly the computational complexity of the original approach by accounting for incompletely detected pseudoranges.
机译:与传统的Pseudolite定位系统(PLPS)不同,Locata是一种定位技术,它使用基于地面的时间同步收发器(LocataLite)网络来发送脉冲信号(例如,时跳直接序列码分多址或TH / DS-CDMA)信号)在非GNSS频段上有效地缓解了传统PLPS面临的大多数问题。但是,TH / DS-CDMA的信号处理方法在学术界基本上没有报道。本文主要研究Locata的信号处理技术(即采集和跟踪)以及在信号采集阶段与GPS集成的可能性。对TH / DS-CDMA信号进行了全面表征,并在不知道其接口控制文档(ICD)或类似文档的情况下确定了其信号参数。完整的特征描述允许对Locata信号的获取和跟踪进行“从头开始”的研究。假设信号足够强,建议采用两种详尽的搜索方法以最小化获取时间,以便在获取时同步TH分量阶段,以前没有解决过的研究领域。此外,通过顺序概率比测试(SPRT)概念扩展了TH捕获过程,以合并多个突发信号以克服弱信号。提出了一种跟踪TH / DS-CDMA信号的方法并将其与基准情况进行比较。改进的跟踪环路随后被用于通过使用更少组件的简化结构来跟踪组合信号,并被证明优于单通道跟踪环路。最近开发的多发射机组合捕获方法(集体检测)的各种估计方法的性能评估了GPS L1信号。在典型情况下,经验证明该方法比传统的采集方法灵敏3dB。该方法已扩展到包括地面Locata信号,从而使得在信号采集阶段首次研究GPS / Locata集成成为可能。还对“集体检测”在各种粗略时间错误下的性能进行了评估,这是以前没有解决过的一种错误。提出了一种混合式集体检测算法,该算法通过考虑未完全检测到的伪距,可以显着降低原始方法的计算复杂性。

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