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Hybrid TOA–AOA Location Positioning Techniques in GSM Networks

机译:GSM网络中的混合TOA–AOA定位技术

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Positioning algorithms and their implementation in mobile networks are being investigated in the literature due to their importance in location services. Nowadays, the need for superior accuracy has cast attention to hybrid positioning techniques. In this paper, we introduce a novel algorithm for the identification of NLOS propagation using both angle and time estimates, which leads to enhanced versions of the Time of Arrivals and Angle of Arrivals positioning methods. Furthermore, a novel GSM procedure for the implementation of the latter techniques is proposed. In contrast to specified network-based GSM solutions (U-TDOA), the proposed requires minimum modifications in the GSM Phase 2+ infrastructure and protocol stack, and therefore increases the upgrade flexibility and minimizes the implementation cost. The proposed GSM positioning procedure has been experimentally validated using a GSM emulator and the modified signalling messages given by a measurement tool of the emulator are exhibited. Finally, the enhanced cost functions are experimentally evaluated using several GSM-like, high-capacity simulation environments and the results have shown significant reduction of the location error compared to the conventional techniques.
机译:由于定位算法及其在定位服务中的重要性,因此正在对其进行研究。如今,对超高精度的需求已引起人们对混合定位技术的关注。在本文中,我们介绍了一种使用角度和时间估计来识别NLOS传播的新颖算法,从而带来了到达时间和到达角度定位方法的增强版本。此外,提出了用于实现后一种技术的新颖的GSM程序。与指定的基于网络的GSM解决方案(U-TDOA)相比,本提案要求对GSM Phase 2+基础架构和协议栈进行最少的修改,因此增加了升级灵活性,并使实现成本最小化。所提出的GSM定位程序已使用GSM仿真器进行了实验验证,并展示了仿真器测量工具给出的修改后的信令消息。最后,使用几种类似GSM的大容量仿真环境对增强的成本函数进行了实验评估,结果表明与传统技术相比,定位误差显着降低。

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