Title :
Parameter identification and validation analysis for a small USV
Author :
Stefan Wirtensohn;Hanna Wenzl;Thomas Tietz;Johannes Reuter
Author_Institution :
Institute of System Dynamics, University of Applied Sciences Konstanz, Konstanz, Germany
Abstract :
In this paper a manoeuvre based identification process and parameter analysis of a small unmanned surface vehicle (USV) is described. The objective is to identify unknown hydrodynamic and propulsion parameters in one step by means of a series of different manoeuvres. Methods on the basis of the Fisher information matrix are used for the quality analysis of the parameter estimates. Furthermore, a process for reduction of parameters is deployed. It is also shown that no thrust force measurements are required and the complete parameter set can be considered concurrently, avoiding the risk of suboptimal results when using a sequential approach.
Keywords :
"Correlation","Mathematical model","Propellers","Numerical models","Standards","Covariance matrices"
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2015 20th International Conference on
DOI :
10.1109/MMAR.2015.7283960