Radar Sensing with OTFS: Embracing ISI and ICI to Surpass the Ambiguity Barrier

Musa Furkan Keskin; Henk Wymeersch; Alex Alvarado

doi:10.1109/ICCWorkshops50388.2021.9473534

Radar Sensing with OTFS: Embracing ISI and ICI to Surpass the Ambiguity Barrier

Musa Furkan Keskin, Henk Wymeersch, Alex Alvarado

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

27 Citaten (Scopus)

Samenvatting

Orthogonal time frequency space (OTFS) is a promising alternative to orthogonal frequency division multiplexing (OFDM) in high-mobility beyond 5G communications. In this paper, we consider the problem of radar sensing with OTFS joint radar-communications waveform and derive a novel OTFS radar signal model by explicitly taking into account the inter- symbol interference (ISI) and inter-carrier interference (ICI) effects. On the basis of the new model, we show how ISI and ICI phenomena can be turned into an advantage to surpass the maximum unambiguous detection limits in range and velocity, arising in existing OFDM and OTFS radar systems. Moreover, we design a generalized likelihood ratio test based detector/estimator that can embrace ISI and ICI effects. Simulation results illustrate the potential of embracing ISI/ICI and demonstrate its superior detection and estimation performance over conventional base-lines.

Originele taal-2	Engels
Titel	2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings
Uitgeverij	Institute of Electrical and Electronics Engineers
Aantal pagina's	6
ISBN van elektronische versie	978-1-7281-9441-7
DOI's	https://doi.org/10.1109/ICCWorkshops50388.2021.9473534
Status	Gepubliceerd - jun. 2021
Evenement	2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Virtual, Online Duur: 14 jun. 2021 → 23 jun. 2021

Congres

Congres	2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021
Stad	Virtual, Online
Periode	14/06/21 → 23/06/21

Bibliografische nota

Funding Information:
ACKNOWLEDGMENTS This work is supported by the EU Marie Curie Actions Individual Fellowship project OTFS-RADCOM, grant nr. 888913, Vinnova grant 2018-01929 and the European Commission through the H2020 project Hexa-X (Grant Agreement no. 101015956). The work of A. Alvarado is supported by the Dutch Technology Foundation TTW, which is part of the Netherlands Organisation for Scientific Research (NWO), under the project Integrated Cooperative Automated Vehicles (i-CAVE).

Financiering

ACKNOWLEDGMENTS This work is supported by the EU Marie Curie Actions Individual Fellowship project OTFS-RADCOM, grant nr. 888913, Vinnova grant 2018-01929 and the European Commission through the H2020 project Hexa-X (Grant Agreement no. 101015956). The work of A. Alvarado is supported by the Dutch Technology Foundation TTW, which is part of the Netherlands Organisation for Scientific Research (NWO), under the project Integrated Cooperative Automated Vehicles (i-CAVE).

Toegang tot document

10.1109/ICCWorkshops50388.2021.9473534

Andere bestanden en links

Link naar publicatie in Scopus

i-CAVE: Communication (P14-18 - project 4)
Willems, F. M. J. (Project Manager), Lampel, F. (Projectmedewerker), Sanders, R. (Project communicatie medewerker), Alvarado, A. (Program Manager), Barreiro, A. (Projectmedewerker) & de Jonge, M. (Project communicatie medewerker)
1/11/16 → 31/12/21
Project: Onderzoek direct

Citeer dit

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title = "Radar Sensing with OTFS: Embracing ISI and ICI to Surpass the Ambiguity Barrier",

abstract = "Orthogonal time frequency space (OTFS) is a promising alternative to orthogonal frequency division multiplexing (OFDM) in high-mobility beyond 5G communications. In this paper, we consider the problem of radar sensing with OTFS joint radar-communications waveform and derive a novel OTFS radar signal model by explicitly taking into account the inter- symbol interference (ISI) and inter-carrier interference (ICI) effects. On the basis of the new model, we show how ISI and ICI phenomena can be turned into an advantage to surpass the maximum unambiguous detection limits in range and velocity, arising in existing OFDM and OTFS radar systems. Moreover, we design a generalized likelihood ratio test based detector/estimator that can embrace ISI and ICI effects. Simulation results illustrate the potential of embracing ISI/ICI and demonstrate its superior detection and estimation performance over conventional base-lines.",

keywords = "inter-carrier interference, inter-symbol interference, joint radar-communications, OFDM, OTFS",

author = "Keskin, {Musa Furkan} and Henk Wymeersch and Alex Alvarado",

note = "Funding Information: ACKNOWLEDGMENTS This work is supported by the EU Marie Curie Actions Individual Fellowship project OTFS-RADCOM, grant nr. 888913, Vinnova grant 2018-01929 and the European Commission through the H2020 project Hexa-X (Grant Agreement no. 101015956). The work of A. Alvarado is supported by the Dutch Technology Foundation TTW, which is part of the Netherlands Organisation for Scientific Research (NWO), under the project Integrated Cooperative Automated Vehicles (i-CAVE). ; 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 ; Conference date: 14-06-2021 Through 23-06-2021",

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Keskin, MF, Wymeersch, H & Alvarado, A 2021, Radar Sensing with OTFS: Embracing ISI and ICI to Surpass the Ambiguity Barrier. in 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings., 9473534, Institute of Electrical and Electronics Engineers, 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021, Virtual, Online, 14/06/21. https://doi.org/10.1109/ICCWorkshops50388.2021.9473534

Radar Sensing with OTFS: Embracing ISI and ICI to Surpass the Ambiguity Barrier. / Keskin, Musa Furkan; Wymeersch, Henk; Alvarado, Alex.
2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings. Institute of Electrical and Electronics Engineers, 2021. 9473534.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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AU - Keskin, Musa Furkan

AU - Wymeersch, Henk

AU - Alvarado, Alex

N1 - Funding Information: ACKNOWLEDGMENTS This work is supported by the EU Marie Curie Actions Individual Fellowship project OTFS-RADCOM, grant nr. 888913, Vinnova grant 2018-01929 and the European Commission through the H2020 project Hexa-X (Grant Agreement no. 101015956). The work of A. Alvarado is supported by the Dutch Technology Foundation TTW, which is part of the Netherlands Organisation for Scientific Research (NWO), under the project Integrated Cooperative Automated Vehicles (i-CAVE).

PY - 2021/6

Y1 - 2021/6

N2 - Orthogonal time frequency space (OTFS) is a promising alternative to orthogonal frequency division multiplexing (OFDM) in high-mobility beyond 5G communications. In this paper, we consider the problem of radar sensing with OTFS joint radar-communications waveform and derive a novel OTFS radar signal model by explicitly taking into account the inter- symbol interference (ISI) and inter-carrier interference (ICI) effects. On the basis of the new model, we show how ISI and ICI phenomena can be turned into an advantage to surpass the maximum unambiguous detection limits in range and velocity, arising in existing OFDM and OTFS radar systems. Moreover, we design a generalized likelihood ratio test based detector/estimator that can embrace ISI and ICI effects. Simulation results illustrate the potential of embracing ISI/ICI and demonstrate its superior detection and estimation performance over conventional base-lines.

AB - Orthogonal time frequency space (OTFS) is a promising alternative to orthogonal frequency division multiplexing (OFDM) in high-mobility beyond 5G communications. In this paper, we consider the problem of radar sensing with OTFS joint radar-communications waveform and derive a novel OTFS radar signal model by explicitly taking into account the inter- symbol interference (ISI) and inter-carrier interference (ICI) effects. On the basis of the new model, we show how ISI and ICI phenomena can be turned into an advantage to surpass the maximum unambiguous detection limits in range and velocity, arising in existing OFDM and OTFS radar systems. Moreover, we design a generalized likelihood ratio test based detector/estimator that can embrace ISI and ICI effects. Simulation results illustrate the potential of embracing ISI/ICI and demonstrate its superior detection and estimation performance over conventional base-lines.

KW - inter-carrier interference

KW - inter-symbol interference

KW - joint radar-communications

KW - OFDM

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U2 - 10.1109/ICCWorkshops50388.2021.9473534

DO - 10.1109/ICCWorkshops50388.2021.9473534

M3 - Conference contribution

AN - SCOPUS:85109889857

BT - 2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings

PB - Institute of Electrical and Electronics Engineers

Y2 - 14 June 2021 through 23 June 2021

ER -

Radar Sensing with OTFS: Embracing ISI and ICI to Surpass the Ambiguity Barrier

Samenvatting

Congres

Bibliografische nota

Financiering

Toegang tot document

Andere bestanden en links

Vingerafdruk

Projecten

i-CAVE: Communication (P14-18 - project 4)

Citeer dit