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Multi-Level Data Arrangement Algorithm for Can Data Compression

  • Yeon Jin Kim
  • , Yang Zou
  • , Young Eun Kim
  • , Jin Gyun Chung*
  • *Corresponding author for this work
  • Jeonbuk National University
  • Dell
  • Korea Automotive Technology Institute

Research output: Contribution to journalJournal articlepeer-review

Abstract

Controller area network (CAN) has become the most widely used protocol in automotive networks due to its efficiency and robustness. The number of electronic control units (ECUs) in modern vehicles continually increases as more control functions are needed. CAN buses with limited bandwidths may be overloaded due to increases in bus load. Therefore, reducing the bus load is important in high-end vehicles. In this paper, we propose a multi-level data arrangement algorithm to effectively reduce the amount of transmitted data. Our experimental results show that the proposed algorithm improves the data compression ratio by approximately 25 % compared to previous algorithms.

Original languageEnglish
Pages (from-to)1527-1537
Number of pages11
JournalInternational Journal of Automotive Technology
Volume21
Issue number6
DOIs
StatePublished - 2020.12

Keywords

  • Compression
  • Controller area network
  • Data arrangement
  • Electronic control unit
  • In-vehicle network

Quacquarelli Symonds(QS) Subject Topics

  • Engineering - Mechanical

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