Velocity estimation of motion systems based on low-resolution encoders

Hongzhong Zhu, Toshiharu Sugie

Research output: Contribution to journalArticlepeer-review

14 Citations (Scopus)

Abstract

This paper proposes a new approach to estimate the velocity of mechanical system in the case where the optical incremental encoder is used as the position sensor. First, the actual angular position is reconstructed via moving horizon polynomial fitting method by taking account of quantization feature and the plant dynamics. Then, the reconstruction signal is applied to a classical observer to obtain the velocity estimation. Its robustness against the position sensor resolution and the degree of the polynomial is discussed by some numerical examples. Experiments with very low-resolution encoder in low speed range also confirm its effectiveness.

Original languageEnglish
Article number011006
JournalJournal of Dynamic Systems, Measurement and Control, Transactions of the ASME
Volume135
Issue number1
DOIs
Publication statusPublished - 2013
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Information Systems
  • Instrumentation
  • Mechanical Engineering
  • Computer Science Applications

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