Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements
Deutschman, Benjamin J. B. ; Nelson, Christian LU
; Henriksson, Mikael
; Marti, Gian
; Kosasih, Alva
; Tervo, Nuutti
; Leitinger, Erik
and Tufvesson, Fredrik
LU
(2024)
- Abstract
- Distributed multiple-input multiple-output (D-MIMO) is a promising technology for simultaneous communication and positioning. However, phase synchronization between multiple access points in D-MIMO is challenging and methods that function without the need for phase synchronization are highly desired. Therefore, we present a method for D-MIMO that performs direct positioning of a moving device based on the delay-Doppler characteristics of the channel state information (CSI). Our method relies on particle-filter-based Bayesian inference with a state-space model. We use recent measurements from a sub-6 GHz D-MIMO OFDM system in an industrial environment to demonstrate near-centimeter accuracy under partial line-of-sight (LoS) conditions and... (More)
- Distributed multiple-input multiple-output (D-MIMO) is a promising technology for simultaneous communication and positioning. However, phase synchronization between multiple access points in D-MIMO is challenging and methods that function without the need for phase synchronization are highly desired. Therefore, we present a method for D-MIMO that performs direct positioning of a moving device based on the delay-Doppler characteristics of the channel state information (CSI). Our method relies on particle-filter-based Bayesian inference with a state-space model. We use recent measurements from a sub-6 GHz D-MIMO OFDM system in an industrial environment to demonstrate near-centimeter accuracy under partial line-of-sight (LoS) conditions and decimeter accuracy under fully obstructed LoS. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/58b3f6b6-786e-43cb-b054-1a6b3968c208
- author
- Deutschman, Benjamin J. B.
; Nelson, Christian
LU
; Henriksson, Mikael
; Marti, Gian
; Kosasih, Alva
; Tervo, Nuutti
; Leitinger, Erik
and Tufvesson, Fredrik
LU
- organization
- publishing date
- 2024-10-07
- type
- Chapter in Book/Report/Conference proceeding
- publication status
- published
- subject
- keywords
- D-MIMO, integrated communication and sensing, direct positioning, particle filter, Bayesian state-filtering
- host publication
- IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
- pages
- 5 pages
- publisher
- IEEE - Institute of Electrical and Electronics Engineers Inc.
- external identifiers
-
- scopus:85207079096
- ISBN
- 979-8-3503-9318-7
- DOI
- 10.48550/arXiv.2404.15936
- project
- ELLIIT LU P01: WP6 Vehicular communication
- language
- English
- LU publication?
- yes
- id
- 58b3f6b6-786e-43cb-b054-1a6b3968c208
- date added to LUP
- 2024-08-06 00:06:43
- date last changed
- 2025-06-05 20:36:23
@inproceedings{58b3f6b6-786e-43cb-b054-1a6b3968c208,
abstract = {{Distributed multiple-input multiple-output (D-MIMO) is a promising technology for simultaneous communication and positioning. However, phase synchronization between multiple access points in D-MIMO is challenging and methods that function without the need for phase synchronization are highly desired. Therefore, we present a method for D-MIMO that performs direct positioning of a moving device based on the delay-Doppler characteristics of the channel state information (CSI). Our method relies on particle-filter-based Bayesian inference with a state-space model. We use recent measurements from a sub-6 GHz D-MIMO OFDM system in an industrial environment to demonstrate near-centimeter accuracy under partial line-of-sight (LoS) conditions and decimeter accuracy under fully obstructed LoS.}},
author = {{Deutschman, Benjamin J. B. and Nelson, Christian and Henriksson, Mikael and Marti, Gian and Kosasih, Alva and Tervo, Nuutti and Leitinger, Erik and Tufvesson, Fredrik}},
booktitle = {{IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)}},
isbn = {{979-8-3503-9318-7}},
keywords = {{D-MIMO; integrated communication and sensing; direct positioning; particle filter; Bayesian state-filtering}},
language = {{eng}},
month = {{10}},
publisher = {{IEEE - Institute of Electrical and Electronics Engineers Inc.}},
title = {{Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements}},
url = {{http://dx.doi.org/10.48550/arXiv.2404.15936}},
doi = {{10.48550/arXiv.2404.15936}},
year = {{2024}},
}