CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 12455 > Article
Paper
2 November 2022 A non-convex optimization method for identification of cascaded nonlinear systems
Yu Fu, Zhenlong Xiao
Author Affiliations +
Proceedings Volume 12455, International Conference on Signal Processing and Communication Security (ICSPCS 2022); 1245507 (2022) https://doi.org/10.1117/12.2655413
Event: International Conference on Signal Processing and Communication Security (ICSPCS 2022), 2022, Dalian, China
Abstract
Identification of cascaded dynamic nonlinear systems has received more and more attention since it can be applied to characterize a wide class of engineering problems. However, this problem is inherently non-convex, and few efforts have been devoted to identifying these systems. In this paper, we propose a novel non-convex optimization method for identifying the cascaded nonlinear systems. The identification problem is modeled as a multi-objective consensus problem. Numerical simulation shows that the proposed algorithm is able to alleviate the non-convex characteristic and identifying the nonlinear dynamic cascade systems.
© (2022) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Yu Fu and Zhenlong Xiao "A non-convex optimization method for identification of cascaded nonlinear systems", Proc. SPIE 12455, International Conference on Signal Processing and Communication Security (ICSPCS 2022), 1245507 (2 November 2022); https://doi.org/10.1117/12.2655413
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 6 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Complex systems
Systems modeling
Numerical simulations
Optimization (mathematics)
System identification
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top