Main Title |
Sampling and Data Analysis Properties of Prony's Method Applied to Model Identification. |
Author |
Crittenden, J. L. ;
Mulholland, R. J. ;
Hill, IV, J. ;
Martinez, E. F. ;
|
CORP Author |
Conoco, Inc., Ponca City, OK.;Environmental Research Lab., Athens, GA. |
Year Published |
1983 |
Report Number |
EPA-R-806330; EPA-600/J-83-059; |
Stock Number |
PB84-102474 |
Additional Subjects |
Mathematical models ;
Monte Carlo method ;
Regression analysis ;
Simulation ;
Exponential functions ;
Sampling theory ;
Polynomials ;
Matrices(Mathematics) ;
Pesticides ;
Water pollution ;
Reprints ;
Prony method ;
Continuous time systems ;
Time invariant systems ;
Parameter estimation ;
Systems theory ;
Microcosms ;
Parathion/methyl
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
NTIS |
PB84-102474 |
Some EPA libraries have a fiche copy filed under the call number shown. |
|
07/26/2022 |
|
Collation |
17p |
Abstract |
The advantages and limitations of Prony's (1795) method as a scheme for model identification are explored. A description of the data requirements is followed by a presentation of a theory for bounds on the sample period for data collection. The validity of the existence of a sample period window is tested by Monte Carlo simulations. Many of the results presented in this paper are compared with those obtained with regression analysis techniques. Finally, using measured data, Prony's method is applied to the identification of a dynamic model for the movement of toxic material through an aquatic microcosm. |
Availability Notes |
Pub. in Internationsl Jnl. of Systems Science 14, n5 p571-584, 1983. |
NTIS Title Notes |
Journal article. |
Title Annotations |
Reprint: Sampling and Data Analysis Properties of Prony's Method Applied to Model Identification. |
PUB Date Free Form |
c1983 |
Category Codes |
12A; 72B |
NTIS Prices |
Not available NTIS |
Primary Description |
600/01 |
Document Type |
NT |
Cataloging Source |
NTIS/MT |
Control Number |
400622313 |
Origin |
NTIS |
Type |
CAT |