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Poster: Conservative Modulation and Coding for Low-latency Robust Transmission of Scalable ECG over LTE MTC

Published: 04 October 2017 Publication History

Abstract

This study introduces a novel conservative modulation and coding scheme to minimize and stabilize the delay incurred during the process of electrocardiogram (ECG) transmission over a wireless medium, while maintaining the desired level of the ECG pattern quality required for improving the chance of its interpretation. A machine-type communication system is adopted for the delivery of ECG data to benefit from its inherent reliability, pervasiveness, security, and performance of 4G long-term evolution technologies with reduced cost and enhanced coverage. Extensive evaluations indicate that the proposed system provides a sufficient level of service for medical-grade instantaneous ECG monitoring even under significantly deteriorated channel conditions.

References

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M. P. Turakhia, N. M. Estes, B. J. Drew, C. B. Granger, P. J. Wang, B. P. Knight, and R. L. Page. Latency of ECG displays of hospital telemetry systems a science advisory from the American Heart Association. Circulation, 126(13):1665--1669, 2012.
[2]
M. Rupp, S. Schwarz, and M. Taranetz. The Vienna LTE-Advanced Simulators: Up and Downlink, Link and System Level Simulation. Springer, 2016.
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A. L. Goldberger, L. A. Amaral, L. Glass, J. M. Hausdorff, P. C. Ivanov, R. G. Mark, J. E. Mietus, G. B. Moody, C.-K. Peng, and H. E. Stanley. Physiobank, physiotoolkit, and physionet components of a new research resource for complex physiologic signals. Circulation, 101(23):e215--e220, 2000.
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L. H. P. Kyösti, M. Käske, M. Narandzic, and M. Alatossava. MATLAB implementation of the WINNER Phase II Channel Model ver1.1. {Online}. Available: https://www.ist-winner.org/phase_2_model.html
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Y. Zigel, A. Cohen, and A. Katz. The weighted diagnostic distortion (WDD) measure for ECG signal compression. IEEE Transactions on Biomedical Engeering, 47(11):1422--1430, 2000.

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Published In

cover image ACM Conferences
MobiCom '17: Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking
October 2017
628 pages
ISBN:9781450349161
DOI:10.1145/3117811
Permission to make digital or hard copies of part or all 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 third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 04 October 2017

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Author Tags

  1. conservative modulation and coding
  2. electrocardiography
  3. low-latency
  4. machine-type communications

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  • Poster

Funding Sources

  • Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education
  • IITP (Institute for Information & Communications Technology Promotion) grant funded by the Korean government (Ministry of Science and ICT)

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MobiCom '17
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MobiCom '17 Paper Acceptance Rate 35 of 186 submissions, 19%;
Overall Acceptance Rate 440 of 2,972 submissions, 15%

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