DocumentCode :
587853
Title :
On analog circuit parameter estimation
Author :
Iordache, Marius ; Dumitriu, Luminita ; Mandache, Lucian ; Niculae, Dragos
Author_Institution :
Politeh. Univ. of Bucharest, Bucharest, Romania
fYear :
2012
fDate :
25-27 Oct. 2012
Firstpage :
1
Lastpage :
6
Abstract :
Our paper presents a new method to estimate the analog circuit parameters based on some measurements performed on the real circuit, the parameters of interest being those which are difficult or impossible to be measured directly. Starting from the equivalent scheme of an analog circuit in sinusoidal behavior, we generate the network function in full symbolic form, obtaining an appropriate frequency space representation based on the complex or Laplace modified nodal equations. The magnitude and the phase of the complex transfer function can be measured by supplying the circuit with a variable frequency sinusoidal voltage. Using the measured parameters as reference and the symbolic transfer function computed before, the model parameters of interest are obtained by an iterative identification algorithm based on Output Error method. In this paper are defined two new objective functions which can be minimized using one of the fminimax or fminunc functions from the Matlab toolbox. Both algorithms are based on iterative computation starting from certain initial values, being efficient for less than four estimated parameters. The algorithms are suitable for linear circuits, as well as for small-signal nonlinear circuits. Finally, the proposed estimation techniques were tested and validated on simulation data on an illustrative example.
Keywords :
Laplace equations; analogue circuits; iterative methods; parameter estimation; Laplace modified nodal equations; Matlab toolbox; analog circuit parameter estimation; complex transfer function; fminimax functions; fminunc functions; frequency space representation; iterative identification algorithm; linear circuits; network function; objective functions; output error method; sinusoidal behavior; small-signal nonlinear circuits; symbolic transfer function; variable frequency sinusoidal voltage; Analog circuits; Equations; Frequency measurement; Linear programming; Mathematical model; Transfer functions; Voltage measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Applied and Theoretical Electricity (ICATE), 2012 International Conference on
Conference_Location :
Craiova
Print_ISBN :
978-1-4673-1809-9
Type :
conf
DOI :
10.1109/ICATE.2012.6403381
Filename :
6403381
Link To Document :
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