Title :
The use of linear regression and related procedures for the identification of dynamic processes
Author_Institution :
Naval Weapons Center, China Lake, California
Abstract :
There has been renewed interest recently in the application of multivariate linear regression analysis to the problem of identifying a dynamic process fram normal operating data. The present paper mentions some of the inherent limitations of the linear regression approach and discusses alternative, but related recursive parameter estimation procedures which overcome some of these limitations.
Keywords :
Additive noise; Difference equations; Differential equations; Estimation theory; Gaussian processes; Least squares approximation; Linear regression; Noise level; Regression analysis; Tellurium;
Conference_Titel :
Adaptive Processes, 1968. Seventh Symposium on
Conference_Location :
Los Angeles, CA, USA
DOI :
10.1109/SAP.1968.267088
