Title
A Delay Relaxed RLS-DCD Algorithm for Real-Time Implementation.
Abstract
The recursive least squares algorithm (RLS) using dichotomous coordinate descent (DCD) iterations, namely, RLS-DCD, is regarded to be well suited for hardware implementation because of its small computational complexity compared to the classical RLS algorithm. While this is true, yet another important aspect that ultimately determines its applicability for real-time applications with high sample r...
Year
DOI
Venue
2018
10.1109/TCSII.2017.2706367
IEEE Transactions on Circuits and Systems II: Express Briefs
Keywords
Field
DocType
Delays,Approximation algorithms,Algorithm design and analysis,Computational complexity,Convergence,Real-time systems,Circuits and systems
Convergence (routing),Approximation algorithm,Mathematical optimization,Algorithm design,Control theory,Sampling (signal processing),Algorithm,Normalized least mean square algorithm,Coordinate descent,Recursive least squares filter,Mathematics,Computational complexity theory
Journal
Volume
Issue
ISSN
65
1
1549-7747
Citations 
PageRank 
References 
3
0.42
6
Authors
4
Name
Order
Citations
PageRank
Geonu Kim162.50
Hyuk Lee262.29
Jinjoo Chung330.42
Jungwoo Lee41467156.34