Title :
Particle filtering for network-based positioning terrestrial radio networks
Author :
Gunnarsson, Fredrik ; Lindsten, Fredrik ; Carlsson, Niklas
Author_Institution :
Ericsson Research, Linköping Sweden
Abstract :
There is strong interest in positioing in wireless networks, partly to support end user service needs, but also to support network management with network-based network information. The focus in this paper is on the latter, while using measurements that are readily available in wireless networks. We show how thesignal direction of departure and inter-distance between the base station and the mobile terminal can be estimated, and how particle filters and smoothers can be used to post-process the measurements. The methods are evaluated in a live 3GPP LTE network with promising results inlcuding position error medians of less than 100 m.
Conference_Titel :
Data Fusion & Target Tracking 2014: Algorithms and Applications (DF&TT 2014), IET Conference on
Conference_Location :
Liverpool, UK
Print_ISBN :
978-1-84919-863-9
DOI :
10.1049/cp.2014.0523