Nothing Special   »   [go: up one dir, main page]

skip to main content
10.1145/3567600.3568141acmotherconferencesArticle/Chapter ViewAbstractPublication PagesmobicomConference Proceedingsconference-collections
research-article

Comparison of Coded Modulation for Short Messages over High North Underwater Acoustic Channels

Published: 29 December 2022 Publication History

Abstract

As the Arctic Ocean becomes increasingly accessible due to the continuous sea-ice retreat during the last decades, UnderWater Acoustic (UWA) communications will play a pivotal role in future underwater Arctic exploration/exploitation activities that will inevitably emerge. In this paper, we aim to improve the reliability of short packet transmission typically needed for low-latency low-packet-loss communications. In particular, we compare the Packet Error Rates (PERs) of convolutional, turbo, Low-Density Parity-Check (LDPC) and polar codes. These four codes are implemented in the physical layer of a software modem, which uses single-carrier, Binary Phase Shift Keying (BPSK) modulation achieving 360 bits/s over the 3830-6170 Hz band. The modem transmitted 128-, 256-, 384-bit long packets over various UWA links north-west off the Svalbard Islands in June 2021. The packets were recorded in a linear hydrophone array and our offline analysis shows that there is an enormous reduction in the PER for all codes as the number of the used hydrophones increases from one to four. In addition, our results confirm the superiority of the polar code for all packet lengths and number of hydrophones.

References

[1]
3GPP TS 38.212. 2021. Technical Specification Group Radio Access Network; NR; Multiplexing and channel coding (release 16). https://portal.3gpp.org/desktopmodules/Specifications/SpecificationDetails.aspx?specificationId=3214
[2]
Erdal Arikan. 2009. Channel Polarization: A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels. IEEE Transactions on Information Theory 55, 7 (2009), 3051–3073.
[3]
Alexios Balatsoukas-Stimming, Mani Bastani Parizi, and Andreas Burg. 2015. LLR-Based Successive Cancellation List Decoding of Polar Codes. IEEE Transactions on Signal Processing 63, 19 (2015), 5165–5179.
[4]
S. Benedetto, D. Divsalar, G. Montorsi, and F. Pollara. 1996. Technical Report. Jet Propulsion Laboratory, California Institute of Technology. 22–24 pages.
[5]
Lee Freitag, Keenan Ball, James Partan, Peter Koski, and Sandipa Singh. 2015. Long range acoustic communications and navigation in the Arctic. In OCEANS 2015. MTS/IEEE, Washington, USA, 1–5.
[6]
Lee Freitag, Peter Koski, Andrey Morozov, Sandipa Singh, and James Partan. 2012. Acoustic Communications and Navigation Under Arctic Ice. In 2012 Oceans. IEEE, Hampton Roads, VA, USA, 1–8.
[7]
Lee Freitag, Peter Koski, Sandipa Singh, Ted Maksym, and Hanumant Singh. 2017. Acoustic communications under shallow shore-fast Arctic Ice. In OCEANS 2017. IEEE, Anchorage, AK, USA, 1–5.
[8]
Lee Freitag, Sandipa Singh, Keenan Ball, Tyler Johnson, Dennis Giaya, Andreas Muenchow, and Peter Washam. 2019. Experimental Results in Acoustic Communications Under Shore-Fast Greenland Ice. In OCEANS 2019. IEEE, Marseille, France, 1–6.
[9]
Alexandra Jahn. 2018. Reduced probability of ice-free summers for 1.5 C compared to 2 C warming. Nature Climate Change 8, 5 (2018), 409–413. https://doi.org/10.1038/s41558-018-0127-8
[10]
Shengxing Liu, Aijun Song, and Chien-Chung Shen. 2019. Topology Optimization of Long-Thin Sensor Networks in Under-Ice Environments. IEEE Journal of Oceanic Engineering 44, 4 (2019), 1264–1278.
[11]
D.J.C. MacKay. 1997. Good error-correcting codes based on very sparse matrices. In Proceedings of IEEE International Symposium on Information Theory. IEEE, Ulm, Germany, 113.
[12]
Rob Maunder. 2021. Github Repository. https://github.com/robmaunder
[13]
Konstantinos Pelekanakis, Stphane Blouin, and Dale Green. 2021. Performance Analysis of Underwater Acoustic Communications in Barrow Strait. IEEE Journal of Oceanic Engineering 46, 4 (2021), 1438–1449.
[14]
Konstantinos Pelekanakis and Mandar Chitre. 2015. Low-Complexity Subband Equalization of Mobile Underwater Acoustic Channels. In OCEANS 2015. IEEE, Genova, Italy, 1–8.
[15]
Konstantinos Pelekanakis, Roberto Petroccia, Yannis Fountzoulas, Dale Green, Stefano Fioravanti, João Alves, Stphane Blouin, and Sean Pecknold. 2019. A Simulation Study for Long-Range Underwater Acoustic Networks in the High North. IEEE Journal of Oceanic Engineering 44, 4 (2019), 850–864.
[16]
Igor V. Polyakov, Andrey V. Pnyushkov, Matthew B. Alkire, Igor M. Ashik, Till M. Baumann, Eddy C. Carmack, Ilona Goszczko, John Guthrie, Vladimir V. Ivanov, Torsten Kanzow, Richard Krishfield, Ronald Kwok, Arild Sundfjord, James Morison, Robert Rember, and Alexander Yulin. 2017. Greater role for Atlantic inflows on sea-ice loss in the Eurasian Basin of the Arctic Ocean. Science 356, 6335 (2017), 285–291.
[17]
Michael B Porter and Homer P Bucker. 1987. Gaussian beam tracing for computing ocean acoustic fields. The Journal of the Acoustical Society of America 82, 4 (1987), 1349–1359.
[18]
John Potter, João Alves, Dale Green, Giovanni Zappa, Ivor Nissen, and Kim McCoy. 2014. The JANUS Underwater Communications Standard. In 2014 Underwater Communications and Networking (UComms). IEEE, Sestri Levante, Italy, 1–4.
[19]
John G. Proakis. 2000. Digital Communications(4th ed.). McGraw-Hill, Boston.
[20]
Tom Richardson and Ruediger Urbanke. 2008. Modern Coding Theory. Cambridge University Press.
[21]
H. C. Song, Peter N. Mikhalevsky, and Arthur B. Baggeroer. 2014. Transarctic acoustic telemetry. The Journal of the Acoustical Society of America 136, 4 (2014), 1491–1494.
[22]
Dejan Spasov. 2020. Decoding of LTE Turbo Codes Initialized with the Two Recursive Convolutional Codes. In 2020 43rd International Convention on Information, Communication and Electronic Technology (MIPRO). IEEE, Opatija, Croatia, 393–396.
[23]
J. M. Toole, M.‐L. Timmermans, D. K. Perovich, R. A. Krishfield, A. Proshutinsky, and J. A. Richter‐Menge. 2010. Influences of the ocean surface mixed layer and thermohaline stratification on Arctic Sea ice in the central Canada Basin. Journal of Geophysical Research: Oceans (1978–2012) 115, C10(2010), 1–14.
[24]
A.J. Viterbi. 1998. An intuitive justification and a simplified implementation of the MAP decoder for convolutional codes. IEEE Journal on Selected Areas in Communications 16, 2(1998), 260–264.
[25]
Paul van Walree, Helge Buen, and Dag Tollefsen. 2019. Under-ice and open-water acoustic communication in the Fram Strait. In OCEANS 2019. IEEE, Marseille, France, 1–5.
[26]
Muyin Wang and James E. Overland. 2009. A sea ice free summer Arctic within 30 years?Geophysical Research Letters 36, 7 (2009), 1–5.
[27]
Sijung Yang, Grant B. Deane, James C. Preisig, Noyan C. Sevuktekin, Jae W. Choi, and Andrew C. Singer. 2019. On the Reusability of Postexperimental Field Data for Underwater Acoustic Communications R&D. IEEE Journal of Oceanic Engineering 44, 4 (2019), 912–931.

Recommendations

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

cover image ACM Other conferences
WUWNet '22: Proceedings of the 16th International Conference on Underwater Networks & Systems
November 2022
190 pages
ISBN:9781450399524
DOI:10.1145/3567600
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 29 December 2022

Permissions

Request permissions for this article.

Check for updates

Author Tags

  1. Arctic underwater acoustic communications
  2. Forward Error Correction (FEC)
  3. LDPC
  4. convolutional
  5. linear array
  6. multi-channel Decision Feedback Equalizer (DFE)
  7. polar codes.
  8. turbo

Qualifiers

  • Research-article
  • Research
  • Refereed limited

Conference

WUWNet'22

Acceptance Rates

Overall Acceptance Rate 84 of 180 submissions, 47%

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • 0
    Total Citations
  • 54
    Total Downloads
  • Downloads (Last 12 months)21
  • Downloads (Last 6 weeks)2
Reflects downloads up to 28 Nov 2024

Other Metrics

Citations

View Options

Login options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

HTML Format

View this article in HTML Format.

HTML Format

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media