Search for dissertations about: "Regression on Manifolds with Implications for System Identification"

Found 1 swedish dissertation containing the words Regression on Manifolds with Implications for System Identification.

  2. 1. Regression on Manifolds with Implications for System Identification

    Author : Henrik Ohlsson; Lennart Ljung; Jonas Mårtensson; Linköpings universitet; []
    Keywords : TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; System Identification; High-Dimensional Regression; Manifold; Gray-Box Identification.; Automatic control; Reglerteknik;

    Abstract : The trend today is to use many inexpensive sensors instead of a few expensive ones, since the same accuracy can generally be obtained by fusing several dependent measurements. It also follows that the robustness against failing sensors is improved. As a result, the need for high-dimensional regression techniques is increasing. READ MORE