Multipath-assisted maximum-likelihood indoor positioning using UWB signals
Paper i proceeding, 2014

Multipath-assisted indoor positioning (using ultrawideband signals) exploits the geometric information contained in deterministic multipath components. With the help of a-priori available floorplan information, robust localization can be achieved, even in absence of a line-of-sight connection between anchor and agent. In a recent work, the Cramér-Rao lower bound has been derived for the position estimation variance using a channel model which explicitly takes into account diffuse multipath as a stochastic noise process in addition to the deterministic multipath components. In this paper, we adapt this model for position estimation via a measurement likelihood function and evaluate the performance for real channel measurements. Performance results confirm the applicability of this approach. A position accuracy better than 2.5 cm has been obtained in 90% of the estimates using only one active anchor at a bandwidth of 2GHz and robustness against non-line-of-sight situations has been demonstrated.

Författare

E. Leitinger

Technische Universität Graz

Markus Fröhle

Chalmers, Signaler och system, Kommunikations- och antennsystem, Kommunikationssystem

Peter Meissner

Technische Universität Graz

K. Witrisal

Technische Universität Graz

IEEE ICC 2014 Workshop on Advances in Network Localization and Navigation (ANLN)

170-175 6881191

Styrkeområden

Informations- och kommunikationsteknik

Ämneskategorier

Signalbehandling

DOI

10.1109/ICCW.2014.6881191

ISBN

978-147994640-2

Mer information

Senast uppdaterat

2018-03-19