测距
多径传播
克拉姆-饶行
职位(财务)
计算机科学
精度稀释
先验与后验
上下界
传输(电信)
天线(收音机)
频道(广播)
拓扑(电路)
电子工程
算法
工程类
电信
全球定位系统
估计理论
数学
电气工程
认识论
全球导航卫星系统应用
数学分析
哲学
经济
财务
作者
Donglin Wang,M. Fattouche,Xingqun Zhan
出处
期刊:IEEE Systems Journal
[Institute of Electrical and Electronics Engineers]
日期:2018-03-19
卷期号:13 (2): 1169-1180
被引量:28
标识
DOI:10.1109/jsyst.2018.2805879
摘要
This paper aims at investigating the feasibility of ranging and positioning in millimeter (mm)-level accuracy by adopting millimeter-wave (mmWave) and three-dimensional massive antenna arrays. The agent to be localized is equipped with massive uniform rectangular array (URA) and multiple anchors are considered to pursue a higher accuracy, where a far-field environment is assumed for phased massive URA. By considering both a static scenario where the agent with an unknown coordinate is stationary and a dynamic scenario where the agent is moving, the fundamental limits of time-based ranging and positioning are derived by Cramer-Rao bound in a multipath model with and without apriori channel knowledge associated with mmWave transmission and massive URA. The relationship between the fundamental bound of range estimation and that of position estimation is theoretically clarified and the lower bound of position dilution of precision is derived. By investigating both models, the effect of the agent's movement to ranging and positioning accuracy is observed. Numerical results show that the proposed localization network achieves a precise mm-level accuracy for ranging and positioning.
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