Estimating the Best Linear Approximation in electronic circuits

Adam Cooman, Piet Bronders, Gerd Vandersteen

Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)

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Abstract

The Best Linear Approximation (BLA) is a useful tool for the design and analysis of non-linear electronic circuits. It allows to look at the performance of the non-linear circuit from the familiar linear world which gives an intuitive look into the circuit without having to simplify the class of excitation signals or using special models to describe the system. Looking at the complete behaviour of a circuit requires a port-based approach, where both voltages and currents are considered at each terminal of a circuit. The port-based approach leads to the familiar impedance (Z), admittance (Y) or scattering (S) parameters, which use a Multiple-Input Multiple-Output (MIMO) system to describe the full behaviour of the circuit. Introducing the BLA into this framework means that we need a fast and reliable way to determine the MIMO BLA of a sub-circuit in an electronic circuit.The identification of the MIMO BLA is a well-studied problem but, when we try to apply the default techniques to electronic circuits, extra questions arise: Determining the MIMO BLA requires two sources. Where to place the extra sources? Are voltage sources the best option, or should current sources be used? Can we tell something about the circuit behaviour outside of the main excitation band? How can we minimise the amount of simulation time? With simulation examples, we illustrate the issues that pop-up when trying to apply the theory blindly. Then we'll show how the BLA of a sub-circuit is properly determined.
Original languageEnglish
Title of host publicationPresentation of poster at ERNSI 2014, European Research Network on System Identification, Oostende, Belgium, September 21-24, 2014
Publication statusPublished - 21 Sep 2014
EventERNSI 2014 - Thermae Palace Hotel, Ostend, Belgium
Duration: 21 Sep 201424 Sep 2014

Workshop

WorkshopERNSI 2014
Period21/09/1424/09/14
OtherModelling of dynamical systems is fundamental in almost all disciplines of science and engineering, ranging from life science to plant-wide process control. Engineering uses models for the design and analysis of complex technical systems. System identification concerns the construction, estimation and validation of mathematical models of dynamical physical or engineering phenomena from experimental data. This is the 23rd version of the European Workshop on System Identification, the first one being held in Saint-Malo in 1992. All through these years the workshop has maintained the scope of bringing together European researchers in the area of System Identification, in an informal setting that gives ample opportunities for participants to meet. The workshop program is composed of lectures from invited speakers, lectures from members of the ERNSI community, and poster presentations by -particularly- the PhD students and postdocs that are active in the network.

Keywords

  • Best Linear Approximation (BLA)

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  • ERNSI 2014

    Adam Cooman (Speaker)

    21 Sep 201424 Sep 2014

    Activity: Talk or presentationTalk or presentation at a workshop/seminar

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