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Research on Multi-source Data Fusion for Aviation Support System

  • Zhaoting Yuan
  • , Chuanlin Yu
  • , Hongwei Guo*
  • , Haidan Zhao
  • , Chengyu Li
  • , Yihui Gong
  • *Corresponding author for this work
  • Beijing Institute of Technology
  • China State Shipbuilding Corporation

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Aviation Support System (ASS) is a typical kind of complex system for supporting aircraft take-off and landing. The operation of ASS involves with man-machine-resource-environment system. The sensing data from ASS shows the multisource characteristics. It is difficult to characterize the ASS status accurately and efficiently using such data source. Aiming at building intelligent ASS to improve efficiency and safety in complex environment, a multi-source data fusion method for ASS is proposed. According to the functional requirements in real-time perception, a unified architecture of multisource data fusion for ASS is designed. The data fusion architecture is integrated with data preprocessing, association and aggregation. Finally a case study is proposed to verify the data fusion method for ASS.

Original languageEnglish
Title of host publicationSecond International Symposium on Computer Applications and Information Systems, ISCAIS 2023
EditorsNikolaos M. Freris, Lei Chen
PublisherSPIE
ISBN (Electronic)9781510666665
DOIs
Publication statusPublished - 2023
Event2nd International Symposium on Computer Applications and Information Systems, ISCAIS 2023 - Chengdu, China
Duration: 24 Mar 202326 Mar 2023

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume12721
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

Conference2nd International Symposium on Computer Applications and Information Systems, ISCAIS 2023
Country/TerritoryChina
CityChengdu
Period24/03/2326/03/23

Keywords

  • Aggregation model
  • Association model
  • Aviation Support System
  • Data architecture
  • Data fusion

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