多径传播
歧义消解
非视线传播
测距
正交频分复用
全球导航卫星系统应用
多路径缓解
计算机科学
电子工程
精密点定位
扩展卡尔曼滤波器
全球定位系统
相(物质)
卡尔曼滤波器
算法
电信
工程类
无线
物理
人工智能
频道(广播)
量子力学
作者
Zhenyu Zhang,Shaoli Kang,Xiang Zhang
出处
期刊:Sensors
[Multidisciplinary Digital Publishing Institute]
日期:2021-10-11
卷期号:21 (20): 6731-6731
被引量:7
摘要
Carrier phase measurement is a ranging technique that uses the receiver to determine the phase difference between the received signal and the transmitted signal. Carrier phase ranging has a high resolution; thus, it is an important research direction for high precision positioning. It is widely used in global navigation satellite systems (GNSS) systems but is not yet commonly used inwireless orthogonal frequency division multiplex (OFDM) systems. Applying carrier phase technology to OFDM systems can significantly improve positioning accuracy. Like GNSS carrier phase positioning, using the OFDM carrier phase for positioning has the following two problems. First, multipath and non-line-of-sight (NLOS) propagation have severe effects on carrier phase measurements. Secondly, ambiguity resolution is also a primary issue in the carrier phase positioning. This paper presents a ranging scheme based on the carrier phase in a multipath environment. Moreover, an algorithm based on the extended Kalman filter (EKF) is developed for fast integer ambiguity resolution and NLOS error mitigation. The simulation results show that the EKF algorithm proposed in this paper solves the integer ambiguity quickly. Further, the high-resolution carrier phase measurements combined with the accurately estimated integer ambiguity lead to less than 30-centimeter positioning error for 90% of the terminals. In conclusion, the presented methods gain excellent performance, even when NLOS error occur.
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