Hybrid System Identification Theory and Algorithms for Learning Switching Models /

書誌詳細
主要な著者: Lauer, Fabien (著者), Bloch, Gérard (著者)
団体著者: SpringerLink (Online service)
要約:XXI, 253 p. 35 illus., 34 illus. in color.
text
言語:英語
出版事項: Cham : Springer International Publishing : Imprint: Springer, 2019.
版:1st ed. 2019.
シリーズ:Lecture Notes in Control and Information Sciences, 478
主題:
オンライン・アクセス:https://doi.org/10.1007/978-3-030-00193-3
フォーマット: 電子媒体 図書
目次:
  • Introduction
  • System Identification
  • Classification
  • Hybrid System Identification
  • Exact Methods for Hybrid System Identification
  • Estimation of Switched Linear/Affine Models
  • Estimation of Piecewise Affine Models
  • Recursive and State-space Identification of Hybrid Systems
  • Nonlinear Hybrid System Identification.