Continuous-time bilinear system identification using single experiment with multiple pulses

Jer Nan Juang, Cheh Han Lee, Shyh Biau Jiang

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Scopus citations

Abstract

A novel method is presented for the identification of a continuous-time bilinear system from the input-output data generated by a single experiment with multiple pulses. In contrast to the conventional approach utilizing multiple experiments, the current work documents the advantage of using a single experiment and sets up a procedure to obtain bilinear system models. The special pulse inputs employed by earlier research can be avoided and accurate identification of the continuous-time system model is possible by performing a single experiment incorporating a class of control input sequences combining pulses with free-decay in between. The algorithm presented here-in is more attractive in practice for the identification of bilinear systems. Numerical examples presented demonstrate the methodology developed in the paper.

Original languageEnglish
Title of host publicationSpaceflight Mechanics 2010 - Advances in the Astronautical Sciences
Subtitle of host publicationProceedings of the AAS/AIAA Space Flight Mechanics Meeting
Pages139-157
Number of pages19
StatePublished - 2010
EventAAS/AIAA Space Flight Mechanics Meeting - San Diego, CA, United States
Duration: 14 Feb 201017 Feb 2010

Publication series

NameAdvances in the Astronautical Sciences
Volume136
ISSN (Print)0065-3438

Conference

ConferenceAAS/AIAA Space Flight Mechanics Meeting
Country/TerritoryUnited States
CitySan Diego, CA
Period14/02/1017/02/10

Fingerprint

Dive into the research topics of 'Continuous-time bilinear system identification using single experiment with multiple pulses'. Together they form a unique fingerprint.

Cite this