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A Comparison of Advanced Non-linear State Estimation Techniques for Ground Vehicles

  • Metaadatok
Tartalom: https://real.mtak.hu/191602/
Archívum: REAL
Gyűjtemény: Status = Published
Subject = T Technology / alkalmazott, műszaki tudományok: T2 Technology (General) / műszaki tudományok általában
Subject = T Technology / alkalmazott, műszaki tudományok: TL Motor vehicles. Aeronautics. Astronautics / járműtechnika, repülés, űrhajózás
Type = Article
Cím:
A Comparison of Advanced Non-linear State Estimation Techniques for Ground Vehicles
Létrehozó:
Max, György
Lantos, Béla
Dátum:
2014
Téma:
T2 Technology (General) / műszaki tudományok általában
TL Motor vehicles. Aeronautics. Astronautics / járműtechnika, repülés, űrhajózás
Tartalmi leírás:
This paper presents a comparative examination of state-of-the-art non-linear state estimation techniques. First, the Sigma- Point (SPKF) stochastic estimators are investigated on the basis of the Unscented Transformation. This is followed by the technique of non-linear symmetry-preserving observers for non-linear dynamics on the basis of symmetrical LIE groups. The variety of the deterministic and stochastic state estimation algorithms is studied the kinematics of ground vehicles. Two cases are described that deal with the reliability of path tracking, the convergence and speed of off-line calibration.
Nyelv:
angol
Típus:
Article
PeerReviewed
info:eu-repo/semantics/article
Formátum:
text
Azonosító:
Max, György and Lantos, Béla (2014) A Comparison of Advanced Non-linear State Estimation Techniques for Ground Vehicles. HUNGARIAN JOURNAL OF INDUSTRY AND CHEMISTRY, 42 (2). pp. 57-64. ISSN 0133-0276
Kapcsolat:
MTMT:2773360