14th IFAC Symposium on System Identification, SYSID 2006

SYSID-2006 Paper Abstract

Close

Paper FrA5.4

Narasimhan, Sridharakumar (Clarkson Univ.), Rengaswamy, Raghunathan (Clarkson Univ.)

Multi-Objective Input Design for System Identification Frequency Selection for Identification of Nonlinear Systems

Scheduled for presentation during the Invited Session "Input and Perturbation Signal Design for System Identification I" (FrA5), Friday, March 31, 2006, 11:30−11:50, Mulubinba Room

14th IFAC Symposium on System Identification, March 29 - 31, 2006, Newcastle, Australia

This information is tentative and subject to change. Compiled on September 24, 2018

Keywords Input and Excitation Design, Nonlinear System Identification

Abstract

An explicit multiobjective optimization formulation is proposed for choice of input harmonics in a multi-harmonic signal for identification of non-linear systems. The constraints form an exclusive disjunction (XOR) which are coded using binary variables. The resulting multiobjective optimization problem is formulated as an Integer Linear Program (ILP).