Paper Info
Title
Harnessing NLOS Components for Position and Orientation Estimation in 5G mmWave MIMO.
Abstract
In the past, NLOS propagation was proven to be a source of distortion for radio-based positioning systems due to the lack of temporal and spatial resolution of previous cellular systems. Hence, every NLOS component was perceived as a perturbation for localization. Even though 5G is not yet standardized, a strong proposal, which has the potential to overcome the problem of limited temporal and spatial resolution, is the massive MIMO millimeter wave technology. We reconsider the role of NLOS components for position and orientation estimation in 5G millimeter wave MIMO systems. Our analysis is based on the concept of Fisher information. We show that for sufficiently high temporal and spatial resolution, NLOS components always provide position and orientation information that consequently increase position and orientation estimation accuracy. In addition, we show that the information gain of NLOS components depends on the actual location of the reflector or scatter. Our numerical examples suggest that the NLOS components are most informative about the position and orientation of a mobile terminal when the corresponding reflectors or scatterers are illuminated with narrow beams.
Year
Venue
Field
2017
arXiv: Information Theory
Non-line-of-sight propagation,Mathematical optimization,Extremely high frequency,Information gain,Algorithm,MIMO,Fisher information,Image resolution,Distortion,Perturbation (astronomy),Mathematics
DocType
Volume
Citations 
Journal
abs/1712.01445
0
PageRank 
References 
Authors
0.34
22
4
Name
Order
Citations
PageRank
Rico Mendrzik1214.78
Henk Wymeersch21589128.47
Gerhard Bauch361177.45
Zohair Abu-Shaban4505.91