An Entropy-Bounded, General, Model-Based Framework for Lossy Compression of Sensor Data

Steven Thompson; Maciej Zawodniok

doi:10.1109/I2MTC62753.2025.11079003

An Entropy-Bounded, General, Model-Based Framework for Lossy Compression of Sensor Data

Steven Thompson
, Maciej Zawodniok

Electrical and Computer Engineering

Missouri University of Science and Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798331505004
DOIs	https://doi.org/10.1109/I2MTC62753.2025.11079003
State	Published - 2025
Event	2025 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025 - Chemnitz, Germany Duration: May 19 2025 → May 22 2025

Publication series

Name	Conference Record - IEEE Instrumentation and Measurement Technology Conference
ISSN (Print)	1091-5281

Conference

Conference	2025 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025
Country/Territory	Germany
City	Chemnitz
Period	5/19/25 → 5/22/25

ASJC Scopus Subject Areas

Electrical and Electronic Engineering

Keywords

data compression
data management
digital twin

Access to Document

10.1109/I2MTC62753.2025.11079003

Cite this

Thompson, S., & Zawodniok, M. (2025). An Entropy-Bounded, General, Model-Based Framework for Lossy Compression of Sensor Data. In IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025 - Proceedings (Conference Record - IEEE Instrumentation and Measurement Technology Conference). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/I2MTC62753.2025.11079003

An Entropy-Bounded, General, Model-Based Framework for Lossy Compression of Sensor Data. / Thompson, Steven; Zawodniok, Maciej.
IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2025. (Conference Record - IEEE Instrumentation and Measurement Technology Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Thompson, S & Zawodniok, M 2025, An Entropy-Bounded, General, Model-Based Framework for Lossy Compression of Sensor Data. in IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025 - Proceedings. Conference Record - IEEE Instrumentation and Measurement Technology Conference, Institute of Electrical and Electronics Engineers Inc., 2025 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025, Chemnitz, Germany, 5/19/25. https://doi.org/10.1109/I2MTC62753.2025.11079003

Thompson S, Zawodniok M. An Entropy-Bounded, General, Model-Based Framework for Lossy Compression of Sensor Data. In IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2025. (Conference Record - IEEE Instrumentation and Measurement Technology Conference). doi: 10.1109/I2MTC62753.2025.11079003

Thompson, Steven ; Zawodniok, Maciej. / An Entropy-Bounded, General, Model-Based Framework for Lossy Compression of Sensor Data. IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2025 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2025. (Conference Record - IEEE Instrumentation and Measurement Technology Conference).

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M3 - Conference contribution

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An Entropy-Bounded, General, Model-Based Framework for Lossy Compression of Sensor Data

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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