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Journal Article EdgeCPS를 활용한 사용자 인증 및 임무 자동화를 통한 드론 배송 시스템 개선
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Authors
조민근, 백민기, 최으뜸, 고동범, 강성주, 이성진
Issue Date
2023-08
Citation
대한임베디드공학회논문지, v.18, no.4, pp.141-150
ISSN
1975-5066
Publisher
대한임베디드공학회
Language
Korean
Type
Journal Article
DOI
https://dx.doi.org/10.14372/IEMEK.2023.18.4.141
Abstract
Currently, various companies are actively participating in research and development of drone delivery services. Existing studies do not comprehensively provide integrated functions for future drone delivery services such as mission automation, customer verification, and overcoming performance limitations, which can lead to high manpower demand, reduced user service trust, and potentially overloading low-end devices. Therefore, this study proposes a drone mission automation system (DMAS) using EdgeCPS technology to provide the three aforementioned functions in an integrated manner. Real-world experiments were conducted to evaluate the proposed system, demonstrating that the DMAS components operate according to the specified roles in the delivery scenario. In addition, the system achieved user verification with a similarity of more than 90% in the process of receiving the product, and verified a faster inference speed and a lower resource share than the existing method.
KSP Keywords
Automation System, Performance limitations, Real-world, Service trust, research and development, user verification