Title
Roundoff Noise Minimization In State-Space Discrete-Time Systems Using Joint Optimization Of High-Order Error Feedback And Realization
Abstract
This paper deals with the joint optimization problem of high-order error-feedback and realization for minimizing roundoff noise at the output of a closed-loop system with a full-order observer feedback system subject to l(2)-scaling constraints. It is shown that the problem can be converted into an unconstrained optimization problem by using linear-algebraic techniques. The unconstrained optimization problem at hand is then solved iteratively by employing an efficient quasi-Newton algorithm with closed-form formulas for key gradient evaluation. A case study is presented to demonstrate the validity and effectiveness of the proposed technique.
Year
DOI
Venue
2014
10.1109/TCSI.2014.2337233
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
Keywords
Field
DocType
High-order error-feedback, joint optimization, l(2)-scaling, roundoff noise minimization
Error feedback,Control theory,Electronic engineering,Minification,Discrete time and continuous time,Observer (quantum physics),State space,Optimization problem,Mathematics,Roundoff noise
Journal
Volume
Issue
ISSN
61
12
1549-8328
Citations 
PageRank 
References 
0
0.34
0
Authors
3
Name
Order
Citations
PageRank
Akimitsu Doi11013.07
Wu-Sheng Lu232949.40
Takao Hinamoto315850.09