提高车载DGPS接收机的灵敏度以提供高速公路子车道的精确位置跟踪

M. Adeel, Muhammad Muaz, Aamir Latif, S. Mahmud
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引用次数: 1

摘要

接收机接收到的GPS数据嵌入到移动车辆中,由于相邻移动车辆反射信号的近距离多径,导致距离不准确。上述不准确性导致通过特定车道的车辆的子车道检测失败。提高接收信号的灵敏度,可以在很大程度上控制不准确性。本文主要研究提高接收信号灵敏度的最佳条件。这是通过提高接收信号的检测概率来实现的。同样,通过选择最佳判别函数响应(DFR)来降低均方根误差(RMSE),该过程在很大程度上得到了改进。为了提高某一鉴别器的收敛速度,选择最佳DFR,从而提高接收到的GPS符号的灵敏度水平。最佳优化解决方案可在选定的DGPS接收器中提供高达4厘米的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sensitivity Level Enhancement in Vehicular DGPS Receivers to Provide Exact Location Tracking on Sub-lane of a Highway
The GPS data received by a receiver, embedded into a moving vehicle, encounter the distance inaccuracy due to close-in multipath of reflected signals of adjacent moving vehicles. The said inaccuracy cause a failure of sub-lane detection of the vehicle that pass through a specific lane. Increasing the sensitivity level of the received signals, the inaccuracy can be controlled up to a great extent. In this paper we are interested in finding out the best condition to enhance the sensitivity level of received symbols. This is achieved through up-gradation of probability of detection of the received signals. Similarly, the process is refined up to a great extent by selecting the best discriminator function response (DFR) for the purpose of decreasing root mean square error (RMSE). Moreover, the best DFR is selected in order to increase the convergence rate for a certain discriminator which results in increase of sensitivity level of the received GPS symbols. The best optimized solution provides up to 4cm accuracy in selected DGPS receiver.
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