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Analysis of Mobility Entropy for Representation of Human Movement in Digital
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Publication Year
2025-01-01
Journal
International Conference on Advanced Communication Technology, ICACT
Publisher
Institute of Electrical and Electronics Engineers Inc.
Citation
International Conference on Advanced Communication Technology, ICACT, pp.418-420
Keyword
Digital twinsMobility EntropyUltra wide-band
Mesh Keyword
EnergyEnergy constraintHuman movementsMobility entropyPositioning dataReal- timeUltra wide-bandUltra-wideWide-bandWork analysis
All Science Classification Codes (ASJC)
Electrical and Electronic Engineering
Abstract
This work analyzes the effect of mobility entropy in real-time representation of human positioning in digital twin applications. Real-time representation of positioning data is challenging due to the energy constraints of IoT devices, inducing a tradeoff between representation accuracy in digital twin applications and energy efficiency in real-world IoT devices. We consider the utilization of mobility entropy, which reflects the dynamics of a movement, to leverage the tradeoff for more efficient management of both IoT and digital twins. Our preliminary analysis shows that our proposed calculation of mobility entropy can accurately capture mobility characteristics and suggests that this value can be used future methods of enhancing and optimizing accuracy and energy efficiency.
Language
eng
URI
https://aurora.ajou.ac.kr/handle/2018.oak/38560
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=105002272654&origin=inward
DOI
https://doi.org/10.23919/icact63878.2025.10936754
Journal URL
http://www.ieee.org
Type
Conference Paper
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Ko, Young-Bae Image
Ko, Young-Bae고영배
Department of Software and Computer Engineering
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