Adaptive Modeling and Eigen-Parameter Identification of Structures based on the MX Filter and CMX-LMS Algorithm
Ma, K. and Melcher, J. (2003) Adaptive Modeling and Eigen-Parameter Identification of Structures based on the MX Filter and CMX-LMS Algorithm. Journal Mechanical Systems and Signal Processing, 17 (2), pp. 345-360.
Full text not available from this repository.
The paper considers the adaptive modelling and eigen-parameter identification of structures that may have time-varying dynamic properties. After the introduction of the MX filter and the MX-LMS algorithm, the relationships between the MX filter and structural physical properties are derived. A new adaptive algorithm, the CMX-LMS algorithm, is then presented. The CMX-LMS algorithm combines the MX-LMS algorithm with the deduced equivalent, optimising the eigen-frequency, damping ratio and the forward path gain directly. Compared to the MX-LMS algorithm, the CMX-LMS algorithm has the following advantages: ensures that the MX filter is stable during optimisation, a reduced number of optimised parameters, easy setting of the initial parameters and their search ranges and fast convergence. The simulations for a single-mode structure, a three-mode structure and a real-time experiment exhibit the good performance of the CMX-LMS algorithm.
|Title:||Adaptive Modeling and Eigen-Parameter Identification of Structures based on the MX Filter and CMX-LMS Algorithm|
|Journal or Publication Title:||Journal Mechanical Systems and Signal Processing|
|In ISI Web of Science:||Yes|
|Page Range:||pp. 345-360|
|HGF - Research field:||Aeronautics, Space and Transport|
|HGF - Program:||Space|
|HGF - Program Themes:||W SY - Technik für Raumfahrtsysteme|
|DLR - Research area:||Space|
|DLR - Program:||W SY - Technik für Raumfahrtsysteme|
|DLR - Research theme (Project):||UNSPECIFIED|
|Institutes and Institutions:||Institute of Composite Structures and Adaptive Systems > Institut für Strukturmechanik|
|Deposited By:||Sibylle Wolff|
|Deposited On:||16 Sep 2005|
|Last Modified:||14 Jan 2010 16:29|
Repository Staff Only: item control page