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CAN Data Compression Based on Sorting and Mapping Method

Research output: Contribution to conferenceConference paperpeer-review

Abstract

Various data compression techniques have been studied to reduce controller area network (CAN) bus overload due to the increase in the number of electronic control units (ECUs) in modern vehicles. In most CAN data compression algorithms, the differences between the current and preceding CAN messages are transmitted. The advantage of this approach is that very high compression efficiency can be achieved. However, the most serious drawback of this approach is that the effect of error in one frame propagates to all subsequent frames. In this paper, we propose a CAN data compression algorithm based on sorting and mapping method. The proposed method performs compression of the current frame without relying on the previous frame. Experimental results show that the proposed scheme can achieve the compression ratio of up to 53.4%.

Original languageEnglish
Title of host publicationProceedings - International SoC Design Conference 2021, ISOCC 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages327-328
Number of pages2
ISBN (Electronic)9781665401746
DOIs
StatePublished - 2021
Event18th International System-on-Chip Design Conference, ISOCC 2021 - Jeju Island, Korea, Republic of
Duration: 2021.10.62021.10.9

Publication series

NameProceedings - International SoC Design Conference 2021, ISOCC 2021

Conference

Conference18th International System-on-Chip Design Conference, ISOCC 2021
Country/TerritoryKorea, Republic of
CityJeju Island
Period21.10.621.10.9

Keywords

  • CAN
  • data compression
  • mapping
  • sorting

Quacquarelli Symonds(QS) Subject Topics

  • Computer Science & Information Systems
  • Engineering - Electrical & Electronic
  • Engineering - Petroleum

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