scholarly journals Efficient total least squares state and parameter estimation for differentially flat systems

2016 ◽  
Author(s):  
Ji Liu ◽  
Sergio Mendoza ◽  
Guang Li ◽  
Hosam Fathy
Keyword(s):  
Parameter Estimation ◽  
Least Squares ◽  
Total Least Squares ◽  
Flat Systems ◽  
Differentially Flat Systems

SYSTOLIC ALGORITHMS FOR RECURSIVE TOTAL LEAST SQUARES PARAMETER ESTIMATION AND MIXED RLS/RTLS PROBLEMS

1993 ◽  
Vol 04 (01) ◽  
pp. 55-68 ◽  
Author(s):  
MARC MOONEN
Keyword(s):  
Parameter Estimation ◽  
Least Squares ◽  
Total Least Squares ◽  
Parallel Architectures ◽  
Least Squares Estimation ◽  
Recursive Least Squares ◽  
Recursive Algorithms ◽  
Least Squares Problems ◽  
Linearly Constrained ◽  
Systolic Algorithms

Total least squares parameter estimation is an alternative to least squares estimation though much less used in practice, partly due to the absence of efficient recursive algorithms or parallel architectures. Here it is shown how previously developed systolic algorithms/architectures for recursive least squares estimation can be used for recursive total least squares problems. Unconstrained as well as linearly constrained and "mixed RLS/RTLS" problems are considered.

scholarly journals Structure in total least squares parameter estimation for electrical networks

2018 ◽  
Vol 51 (23) ◽  
pp. 420-425
Author(s):  
Adair Lang ◽  
Iman Shames ◽  
Michael Cantoni
Keyword(s):  
Parameter Estimation ◽  
Least Squares ◽  
Total Least Squares ◽  
Electrical Networks
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