Vehicle reference speed determination using adaptive Kalman filter algorithm

Renguang Wang*, Zhaodu Liu, Zhiquan Qi, Yuefeng Ma

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

18 Citations (Scopus)

Abstract

To improve slip-rate calculation accuracy of braking wheels for vehicle anti-lock braking system (ABS) control process, the adaptive Kalman filter algorithm was adopted to realize estimation of vehicle reference speed. In the reference speed estimation period, the basic information was rotation speed signal from 4 braking wheels of the car. The effectiveness of this new method was checked by using pragmatic road test data that had been collected on the snow-covered road, dry asphalt road, and transition coefficient road surface respectively.

Original languageEnglish
Pages (from-to)9-11+41
JournalNongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery
Volume37
Issue number4
Publication statusPublished - Apr 2006

Keywords

  • Adaptive Kalman filter
  • Anti-lock braking system
  • Reference speed

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