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Whistle: Synchronization-Free TDOA for Localization

机译:吹口哨:本地化的免同步TDOA

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Localization is of great importance in mobile and wireless network applications. TDOA is one of the widely used localization schemes, in which a to-be located object emits a signal and a number of receivers record the arriving time of the signal. By calculating the time difference of different receivers, the location of the object is estimated. In such a scheme, receivers must be precisely synchronized, even slight noises are completely unacceptable for centimeter-level localization. Previous studies have shown that existing time synchronization approaches for low-cost devices are insufficiently accurate and basically infeasible for high accuracy localization. In our scheme (called Whistle), several asynchronous receivers record a target signal and a successive signal that is generated artificially. By two-signal sensing and sample counting techniques, high time resolution can be achieved. This design fundamentally changes TDOA in the sense of releasing the synchronization requirement and avoiding many sources of inaccuracy. We implement Whistle on commercial off-the-shelf (COTS) cell phones. Through extensive real-world experiments in indoor and outdoor, quiet and noisy environments, the mean error is 10~20 centimeters in a 9m ˜ 9m ˜ 4m_3 3D space.
机译:本地化在移动和无线网络应用中非常重要。 TDOA是广泛使用的定位方案之一,其中待定位物体发射信号,并且多个接收器记录信号的到达时间。通过计算不同接收器的时间差,可以估算出物体的位置。在这样的方案中,接收机必须精确地同步,即使对于厘米级的定位来说,即使是很小的噪声也是完全不能接受的。先前的研究表明,用于低成本设备的现有时间同步方法不够准确,并且对于高精度定位基本上是不可行的。在我们的方案(称为Whistle)中,几个异步接收器记录目标信号和人工生成的连续信号。通过双信号传感和样本计数技术,可以实现高时间分辨率。这种设计从根本上改变了TDOA,从而释放了同步要求并避免了许多不准确的来源。我们在商用现货(COTS)手机上实施Whistle。通过在室内和室外,安静且嘈杂的环境中进行的大量实际实验,在9m〜9m〜4m_3 3D空间中,平均误差为10〜20厘米。

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