Receiver Design and Time of Arrival Estimation for Opportunistic Localization With 5G Signals

被引:57
|
作者
Shamaei, Kimia [1 ]
Kassas, Zaher M. [2 ]
机构
[1] Univ Calif Irvine UCI, Dept Elect Engn & Comp Sci EECS, Irvine, CA 92617 USA
[2] Univ Calif Irvine UCI, Dept Mech & Aerosp Engn, Irvine, CA 92617 USA
关键词
5G mobile communication; Navigation; Distance measurement; Bandwidth; Wireless communication; Clocks; US Department of Defense; 5G; signals of opportunity; navigation; positioning; localization; MILLIMETER-WAVE MIMO; POSITIONING SYSTEM; MIXED SIGNALS; NAVIGATION; TRACKING;
D O I
10.1109/TWC.2021.3061985
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A comprehensive approach for opportunistic navigation with fifth-generation (5G) cellular signals that exploits the downlink channel is developed. The structure of possible 5G reference signals that can be exploited is presented. Then, a software-defined receiver (SDR) to extract navigation observables from cellular 5G signals is proposed. The statistics of the code phase error in a multipath-free environment and in the presence of multipath are derived, which are subsequently used to analyze the statistics of the position estimation error with different simulated channel models. Finally, experimental results are conducted to evaluate the ranging performance of the proposed SDR with real 5G signals. After removing the effect of the clock bias and drift from the estimated pseudorange, the ranging error standard deviation is shown to be 1.19 m.
引用
收藏
页码:4716 / 4731
页数:16
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