Spatially correlated MIMO-OTFS for LEO satellite communication systems

Amit Sravan Bora; Khoa T. Phan; Yi Hong

doi:10.1109/ICCWorkshops53468.2022.9814666

Spatially correlated MIMO-OTFS for LEO satellite communication systems

Amit Sravan Bora, Khoa T. Phan, Yi Hong

Electrical and Computer Systems Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

2 Citations (Scopus)

Abstract

Low earth orbit (LEO) satellite communication (satcom) systems are expected to provide reliable high-speed communications under high-mobility environments. Recent research has demonstrated that the orthogonal time frequency space (OTFS) modulation technique has the potential to meet the demands for LEO satcom. In addition, multiple-input multiple-output (MIMO) communication technology has been deployed in LEO satcom systems. This paper investigates the performance of MIMO-OTFS based LEO satcom systems, considering spatial correlation at both the transmit and receive ends. As the error performance degrades due to the correlation effect, this work proposes whitening transformations at the transmitter (Tx) and the receiver (Rx) to combat the Tx/Rx spatial correlations. Simulation results with practical LEO satcom channel models and configurations demonstrate a significant improvement in the error performance with the proposed decorrelation operations.

Original language	English
Title of host publication	2022 IEEE International Conference on Communications Workshops (ICC Workshops)
Editors	Wan Choi, Bruno Clerckx, Erik Larsson
Place of Publication	Piscataway NJ USA
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	723-728
Number of pages	6
ISBN (Electronic)	9781665426718
ISBN (Print)	9781665426725
DOIs	https://doi.org/10.1109/ICCWorkshops53468.2022.9814666
Publication status	Published - 2022
Event	IEEE ICC Workshop on OTFS and Delay-Doppler Signal Processing for 6G and Future High-mobility Communications 2022 - Seoul, Korea, Republic of (South) Duration: 16 May 2022 → 16 May 2022 Conference number: 2nd https://ieeexplore.ieee.org/xpl/conhome/9813727/proceeding (Proceedings) https://icc2022.ieee-icc.org/program/workshops/ws-5-workshop-otfs-and-delay-doppler-signal-processing-6g-and-future-high-mobility (Website)

Publication series

Name	2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022
Publisher	IEEE, Institute of Electrical and Electronics Engineers
ISSN (Print)	2164-7038
ISSN (Electronic)	2694-2941

Conference

Conference	IEEE ICC Workshop on OTFS and Delay-Doppler Signal Processing for 6G and Future High-mobility Communications 2022
Country/Territory	Korea, Republic of (South)
City	Seoul
Period	16/05/22 → 16/05/22
Internet address	https://ieeexplore.ieee.org/xpl/conhome/9813727/proceeding (Proceedings) https://icc2022.ieee-icc.org/program/workshops/ws-5-workshop-otfs-and-delay-doppler-signal-processing-6g-and-future-high-mobility (Website)

Keywords

LEO satellite communications
MIMO-OTFS
OTFS
spatial correlation

Access to Document

10.1109/ICCWorkshops53468.2022.9814666

Cite this

Bora, A. S., Phan, K. T., & Hong, Y. (2022). Spatially correlated MIMO-OTFS for LEO satellite communication systems. In W. Choi, B. Clerckx, & E. Larsson (Eds.), 2022 IEEE International Conference on Communications Workshops (ICC Workshops) (pp. 723-728). (2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICCWorkshops53468.2022.9814666

Bora, Amit Sravan ; Phan, Khoa T. ; Hong, Yi. / Spatially correlated MIMO-OTFS for LEO satellite communication systems. 2022 IEEE International Conference on Communications Workshops (ICC Workshops). editor / Wan Choi ; Bruno Clerckx ; Erik Larsson. Piscataway NJ USA : IEEE, Institute of Electrical and Electronics Engineers, 2022. pp. 723-728 (2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022).

@inproceedings{5dffa9da87dd40a7a08bd20d965b44ac,

title = "Spatially correlated MIMO-OTFS for LEO satellite communication systems",

abstract = "Low earth orbit (LEO) satellite communication (satcom) systems are expected to provide reliable high-speed communications under high-mobility environments. Recent research has demonstrated that the orthogonal time frequency space (OTFS) modulation technique has the potential to meet the demands for LEO satcom. In addition, multiple-input multiple-output (MIMO) communication technology has been deployed in LEO satcom systems. This paper investigates the performance of MIMO-OTFS based LEO satcom systems, considering spatial correlation at both the transmit and receive ends. As the error performance degrades due to the correlation effect, this work proposes whitening transformations at the transmitter (Tx) and the receiver (Rx) to combat the Tx/Rx spatial correlations. Simulation results with practical LEO satcom channel models and configurations demonstrate a significant improvement in the error performance with the proposed decorrelation operations.",

keywords = "LEO satellite communications, MIMO-OTFS, OTFS, spatial correlation",

author = "Bora, {Amit Sravan} and Phan, {Khoa T.} and Yi Hong",

note = "Funding Information: ACKNOWLEDGMENT This work is supported by the Australian Research Council under Discovery Project DP200100096. Publisher Copyright: {\textcopyright} 2022 IEEE.; IEEE ICC Workshop on OTFS and Delay-Doppler Signal Processing for 6G and Future High-mobility Communications 2022 ; Conference date: 16-05-2022 Through 16-05-2022",

year = "2022",

doi = "10.1109/ICCWorkshops53468.2022.9814666",

language = "English",

isbn = "9781665426725",

series = "2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

pages = "723--728",

editor = "Wan Choi and Bruno Clerckx and Erik Larsson",

booktitle = "2022 IEEE International Conference on Communications Workshops (ICC Workshops)",

address = "United States of America",

url = "https://ieeexplore.ieee.org/xpl/conhome/9813727/proceeding, https://icc2022.ieee-icc.org/program/workshops/ws-5-workshop-otfs-and-delay-doppler-signal-processing-6g-and-future-high-mobility",

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Bora, AS, Phan, KT & Hong, Y 2022, Spatially correlated MIMO-OTFS for LEO satellite communication systems. in W Choi, B Clerckx & E Larsson (eds), 2022 IEEE International Conference on Communications Workshops (ICC Workshops). 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022, IEEE, Institute of Electrical and Electronics Engineers, Piscataway NJ USA, pp. 723-728, IEEE ICC Workshop on OTFS and Delay-Doppler Signal Processing for 6G and Future High-mobility Communications 2022, Seoul, Korea, Republic of (South), 16/05/22. https://doi.org/10.1109/ICCWorkshops53468.2022.9814666

2022 IEEE International Conference on Communications Workshops (ICC Workshops). ed. / Wan Choi; Bruno Clerckx; Erik Larsson. Piscataway NJ USA : IEEE, Institute of Electrical and Electronics Engineers, 2022. p. 723-728 (2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

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T1 - Spatially correlated MIMO-OTFS for LEO satellite communication systems

AU - Bora, Amit Sravan

AU - Phan, Khoa T.

AU - Hong, Yi

N1 - Conference code: 2nd

PY - 2022

Y1 - 2022

N2 - Low earth orbit (LEO) satellite communication (satcom) systems are expected to provide reliable high-speed communications under high-mobility environments. Recent research has demonstrated that the orthogonal time frequency space (OTFS) modulation technique has the potential to meet the demands for LEO satcom. In addition, multiple-input multiple-output (MIMO) communication technology has been deployed in LEO satcom systems. This paper investigates the performance of MIMO-OTFS based LEO satcom systems, considering spatial correlation at both the transmit and receive ends. As the error performance degrades due to the correlation effect, this work proposes whitening transformations at the transmitter (Tx) and the receiver (Rx) to combat the Tx/Rx spatial correlations. Simulation results with practical LEO satcom channel models and configurations demonstrate a significant improvement in the error performance with the proposed decorrelation operations.

AB - Low earth orbit (LEO) satellite communication (satcom) systems are expected to provide reliable high-speed communications under high-mobility environments. Recent research has demonstrated that the orthogonal time frequency space (OTFS) modulation technique has the potential to meet the demands for LEO satcom. In addition, multiple-input multiple-output (MIMO) communication technology has been deployed in LEO satcom systems. This paper investigates the performance of MIMO-OTFS based LEO satcom systems, considering spatial correlation at both the transmit and receive ends. As the error performance degrades due to the correlation effect, this work proposes whitening transformations at the transmitter (Tx) and the receiver (Rx) to combat the Tx/Rx spatial correlations. Simulation results with practical LEO satcom channel models and configurations demonstrate a significant improvement in the error performance with the proposed decorrelation operations.

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KW - OTFS

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DO - 10.1109/ICCWorkshops53468.2022.9814666

M3 - Conference Paper

AN - SCOPUS:85134721708

SN - 9781665426725

T3 - 2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022

SP - 723

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BT - 2022 IEEE International Conference on Communications Workshops (ICC Workshops)

A2 - Choi, Wan

A2 - Clerckx, Bruno

A2 - Larsson, Erik

PB - IEEE, Institute of Electrical and Electronics Engineers

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T2 - IEEE ICC Workshop on OTFS and Delay-Doppler Signal Processing for 6G and Future High-mobility Communications 2022

Y2 - 16 May 2022 through 16 May 2022

ER -

Bora AS, Phan KT, Hong Y. Spatially correlated MIMO-OTFS for LEO satellite communication systems. In Choi W, Clerckx B, Larsson E, editors, 2022 IEEE International Conference on Communications Workshops (ICC Workshops). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers. 2022. p. 723-728. (2022 IEEE International Conference on Communications Workshops, ICC Workshops 2022). https://doi.org/10.1109/ICCWorkshops53468.2022.9814666

Spatially correlated MIMO-OTFS for LEO satellite communication systems

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

New modulation techniques for future high-mobility wireless communications

Cite this

Spatially correlated MIMO-OTFS for LEO satellite communication systems

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Projects

New modulation techniques for future high-mobility wireless communications

Cite this