Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements

Benjamin J. B. Deutschman; Christian Nelson; Mikael Henriksson; Gian Marti; Alva Kosasih; Nuutti Tervo; Erik Leitinger; Fredrik Tufvesson

doi:10.48550/arXiv.2404.15936

Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements

Benjamin J. B. Deutschman, Christian Nelson, Mikael Henriksson, Gian Marti, Alva Kosasih, Nuutti Tervo, Erik Leitinger, Fredrik Tufvesson

Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

Sammanfattning

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.

Originalspråk	engelska
Titel på värdpublikation	IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
Förlag	IEEE - Institute of Electrical and Electronics Engineers Inc.
Antal sidor	5
ISBN (elektroniskt)	979-8-3503-9318-7
DOI	https://doi.org/10.48550/arXiv.2404.15936 https://doi.org/10.1109/SPAWC60668.2024.10694279
Status	Published - 2024 okt. 7

Ämnesklassifikation (UKÄ)

Signalbehandling
Kommunikationssystem

Tillgång till dokument

ELLIIT LU P01: WP6 Vehicular communication
Tufvesson, F. (PI), Nilsson, M. (Forskarstuderande), Nelson, C. (Forskarstuderande), Kihl, M. (Forskare), Vlastaras, D. (Forskarstuderande), Gustafson, C. (Forskare), Abbas, T. (Forskarstuderande), Chen, J. (Forskarstuderande), Tärneberg, W. (Forskare) & Chamideh, S. (Forskare)
Projekt: Forskning

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Deutschman, B. J. B., Nelson, C., Henriksson, M., Marti, G., Kosasih, A., Tervo, N., Leitinger, E., & Tufvesson, F. (2024). Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements. I IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) IEEE - Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.48550/arXiv.2404.15936, https://doi.org/10.1109/SPAWC60668.2024.10694279

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title = "Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements",

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.",

keywords = "D-MIMO, integrated communication and sensing, direct positioning, particle filter, Bayesian state-filtering",

author = "Deutschman, {Benjamin J. B.} and Christian Nelson and Mikael Henriksson and Gian Marti and Alva Kosasih and Nuutti Tervo and Erik Leitinger and Fredrik Tufvesson",

year = "2024",

month = oct,

day = "7",

doi = "10.48550/arXiv.2404.15936",

language = "English",

booktitle = "IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)",

publisher = "IEEE - Institute of Electrical and Electronics Engineers Inc.",

address = "United States",

}

Deutschman, BJB, Nelson, C, Henriksson, M, Marti, G, Kosasih, A, Tervo, N, Leitinger, E & Tufvesson, F 2024, Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements. i IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). IEEE - Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.48550/arXiv.2404.15936, https://doi.org/10.1109/SPAWC60668.2024.10694279

Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements. / Deutschman, Benjamin J. B.; Nelson, Christian; Henriksson, Mikael et al.
IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). IEEE - Institute of Electrical and Electronics Engineers Inc., 2024.

Forskningsoutput: Kapitel i bok/rapport/Conference proceeding › Konferenspaper i proceeding › Peer review

TY - GEN

T1 - Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements

AU - Deutschman, Benjamin J. B.

AU - Nelson, Christian

AU - Henriksson, Mikael

AU - Marti, Gian

AU - Kosasih, Alva

AU - Tervo, Nuutti

AU - Leitinger, Erik

AU - Tufvesson, Fredrik

PY - 2024/10/7

Y1 - 2024/10/7

N2 - 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.

AB - 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.

KW - D-MIMO

KW - integrated communication and sensing

KW - direct positioning

KW - particle filter

KW - Bayesian state-filtering

U2 - 10.48550/arXiv.2404.15936

DO - 10.48550/arXiv.2404.15936

M3 - Paper in conference proceeding

BT - IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)

PB - IEEE - Institute of Electrical and Electronics Engineers Inc.

ER -

Deutschman BJB, Nelson C, Henriksson M, Marti G, Kosasih A, Tervo N et al. Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements. I IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). IEEE - Institute of Electrical and Electronics Engineers Inc. 2024 doi: 10.48550/arXiv.2404.15936, 10.1109/SPAWC60668.2024.10694279

Accurate Direct Positioning in Distributed MIMO Using Delay-Doppler Channel Measurements

Sammanfattning

Ämnesklassifikation (UKÄ)

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Projekt

ELLIIT LU P01: WP6 Vehicular communication

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