DocumentCode
3032011
Title
Nonlinear systems with Gaussian inputs: Representation, identification and inverse problems
Author
Cambanis, S.
Author_Institution
University of North Carolina, Chapel Hill, North Carolina
Volume
2
fYear
1979
fDate
12-14 Dec. 1979
Firstpage
1035
Lastpage
1037
Abstract
The following questions are discussed for non-linear systems with input Gaussian processes. How can the system be represented? How can the system be identified from the input and output processes? Does knowledge of the way the system responds to a certain Gaussian input determine the way it will respond to another Gaussian input or to a deterministic input? Does knowledge of the system and the statistics of the output determine the statistics of the input?.
Keywords
Gaussian processes; Hilbert space; Integral equations; Inverse problems; Kernel; Nonlinear systems; Statistics; System identification; White noise; Yttrium;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control including the Symposium on Adaptive Processes, 1979 18th IEEE Conference on
Conference_Location
Fort Lauderdale, FL, USA
Type
conf
DOI
10.1109/CDC.1979.270108
Filename
4046588
Link To Document