The Library
Object-oriented creation of input signals for system identification
Tools
Barker, H. Anthony, Tan, Ai Hui and Godfrey, Keith R. (2014) Object-oriented creation of input signals for system identification. IET Control Theory & Applications, Volume 8 (Number 10). pp. 821-829. doi:10.1049/iet-cta.2013.0259 ISSN 1751-8644.
Research output not available from this repository.
Request-a-Copy directly from author or use local Library Get it For Me service.
Official URL: http://dx.doi.org/10.1049/iet-cta.2013.0259
Abstract
This study describes how a very large number of deterministic input signals for system identification may be created by object-oriented methods. The concepts of aggregation and inheritance, combined with the properties of m-sequences, are utilised to develop two new methods for the creation of pseudorandom perturbation signals with ideal spectral properties, two, three, five or seven levels and a very wide range of periods. The available signal levels ensure that the signals are suitable for both linear and non-linear system identification and the availability of a large number of signal periods ensures that the signals are suitable for both single and multi-input system identification. The methods are described in detail and illustrated by examples, together with their implementation in the open environment of an efficient, user-friendly and freely available Matlab program which provides third-party software to complement existing Matlab Identification Toolboxes.
Item Type: | Journal Article | ||||||||
---|---|---|---|---|---|---|---|---|---|
Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||||||
Journal or Publication Title: | IET Control Theory & Applications | ||||||||
Publisher: | The Institution of Engineering and Technology | ||||||||
ISSN: | 1751-8644 | ||||||||
Official Date: | 3 July 2014 | ||||||||
Dates: |
|
||||||||
Volume: | Volume 8 | ||||||||
Number: | Number 10 | ||||||||
Page Range: | pp. 821-829 | ||||||||
DOI: | 10.1049/iet-cta.2013.0259 | ||||||||
Status: | Peer Reviewed | ||||||||
Publication Status: | Published | ||||||||
Access rights to Published version: | Restricted or Subscription Access | ||||||||
Adapted As: | |||||||||
Related URLs: |
Request changes or add full text files to a record
Repository staff actions (login required)
View Item |