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A Sensor Fusion Method for In-Station Articulation of Train

  • Zhao Qing Liu*
  • , Xing Yuan Song
  • , Yi Hao Chen
  • , Zhen Ni Yang
  • *Corresponding author for this work
  • Harbin Institute of Technology

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

Abstract

Under the background of the traditional method of manual carriage hooking, this paper studies and validates a sensor fusion method to provide data fusion information for the automatic articulation study based on millimeter-wave radar and monocular camera sensor hardware platform. We build the train model for joint calibration, process the trace point clustering, and optimize the traditional radar Kalman filtering method which improves the stability of radar signal. After the experimental verification, the sensor fusion system in this paper is effective in such complex environment like the train station to provide effective information fusion of the foreground. Compared with the single sensor, the method greatly enhanced target carriage in front of the train for bearing awareness, for subsequent automatic articulated method ensures the real-time performance and reliability of the data source.

Original languageEnglish
Title of host publicationAdvances in Intelligent Information Hiding and Multimedia Signal Processing - Proceeding of the 16th International Conference on IIHMSP in Conjunction with the 13th International Conference on FITAT 2020
EditorsJeng-Shyang Pan, Jianpo Li, Oyun-Erdene Namsrai, Zhenyu Meng, Miloš Savić
PublisherSpringer Science and Business Media Deutschland GmbH
Pages467-474
Number of pages8
ISBN (Print)9789813364196
DOIs
StatePublished - 2021
Event16th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2020 in conjunction with the 13th International Conference on Frontiers of Information Technology, Applications and Tools, FITAT 2020 - Ho Chi Minh City, Viet Nam
Duration: 5 Nov 20207 Nov 2020

Publication series

NameSmart Innovation, Systems and Technologies
Volume211
ISSN (Print)2190-3018
ISSN (Electronic)2190-3026

Conference

Conference16th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2020 in conjunction with the 13th International Conference on Frontiers of Information Technology, Applications and Tools, FITAT 2020
Country/TerritoryViet Nam
CityHo Chi Minh City
Period5/11/207/11/20

Keywords

  • Carriage articulation
  • Millimeter-wave radar
  • Sensor fusion
  • Signal filter

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