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Exchanging Transmitter Maps in Multipath Assisted Positioning

Ulmschneider, Markus and Calvo Luz, David and Gentner, Christian (2018) Exchanging Transmitter Maps in Multipath Assisted Positioning. In: IEEE PLANS, Position Location and Navigation Symposium. IEEE/ION PLANS, 23.-26. Apr. 2018, Monterey, USA. DOI: 10.1109/PLANS.2018.8373480

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Abstract

While multipath propagation has commonly been regarded as a drawback for wireless localization technologies, the spatial information contained in multipath components (MPCs) can be exploited for positioning a user. In multipath assisted positioning, each MPC arriving at a receiver is regarded as a line-ofsight signal from a virtual transmitter. We assume the locations of the physical and virtual transmitters to be unknown and estimate them jointly with the user position with simultaneous localization and mapping (SLAM). In a setting where multiple users move in the same scenario, maps of physical and virtual transmitters can be exchanged among them. However, these maps are in different local coordinate systems with unknown relative rotation and translation. The distances among transmitters within each map are exploited in order to find correspondences among transmitters in different maps. Based on the correspondences, the unknown rotation and translation parameters are estimated. This allows a user to exploit the information in a transmitter map received from other users, and hence extends our multipath assisted positioning approach from a single user to a cooperative radiolocation algorithm. In simulations in an indoor scenario we show that using a prior transmitter map decreases the user positioning error although the map is in an unknown coordinate system different from the user’s.

Item URL in elib:https://elib.dlr.de/116191/
Document Type:Conference or Workshop Item (Speech)
Title:Exchanging Transmitter Maps in Multipath Assisted Positioning
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Ulmschneider, Markusmarkus.ulmschneider (at) dlr.dehttps://orcid.org/0000-0001-7241-7057
Calvo Luz, Daviddavid.calvo.luz (at) alumnos.upm.esUNSPECIFIED
Gentner, Christianchristian.gentner (at) dlr.deUNSPECIFIED
Date:2018
Journal or Publication Title:IEEE PLANS, Position Location and Navigation Symposium
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI :10.1109/PLANS.2018.8373480
Status:Published
Keywords:Channel-SLAM, cooperative positioning, multipath assisted positioning
Event Title:IEEE/ION PLANS
Event Location:Monterey, USA
Event Type:international Conference
Event Dates:23.-26. Apr. 2018
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Communication and Navigation
DLR - Research area:Raumfahrt
DLR - Program:R KN - Kommunikation und Navigation
DLR - Research theme (Project):R - Project Navigation 4.0
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Communication and Navigation > Communications Systems
Deposited By: Ulmschneider, Markus
Deposited On:03 Jul 2018 09:33
Last Modified:31 Jul 2019 20:13

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