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Canonical piecewise-linear modeling

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TLDR
This paper presents a unified parameter optimization algorithm for constructing prototype canonical piecewise-linear models of p-n junction diodes, bipolar transistors, MOSFET's, and GaAs FET's.
Abstract
To take advantage of the remarkable computational efficiency of the canonical piecewise-linear approach for dc nonlinear electronic circuit analysis, the devices must be modeled by a canonical piecewise-linear model. This paper presents a unified parameter optimization algorithm for constructing such models. This algorithm is then applied to derive prototype canonical piecewise-linear models of p-n junction diodes, bipolar transistors, MOSFET's, and GaAs FET's. The canonical piecewise-linear model can be regarded as a universal model since its form remains unchanged for all devices. Only the coefficients differ from one device to another. For large-scale circuits, the canonical piecewise-linear representation has a decisive advantage over other representations in regard to the number of memory locations needed to specify the equations.

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Citations
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Journal ArticleDOI

Bifurcation Sets of Continuous Piecewise Linear Systems with Two Zones

TL;DR: In this paper, a canonical form which captures the most interesting oscillatory behavior is obtained and their bifurcation sets are drawn, and different mechanisms for the creation of periodic orbits are detected, and their main characteristics are emphasized.
Journal ArticleDOI

High-level canonical piecewise linear representation using a simplicial partition

TL;DR: A set of high-level canonical piecewiselinear (HL-CPWL) functions are proposed to form a representation basis for the set of piecewise linear functions f: D/spl rarr/R/sup 1/ defined over a simplicial partition of a rectangular compact set D in R/sup n/.
Journal ArticleDOI

Convex piecewise-linear fitting

TL;DR: The method described, which is a variation on the K-means algorithm for clustering, seems to work well in practice, at least on data that can be fit well by a convex function.
Journal ArticleDOI

Canonical piecewise-linear representation

TL;DR: In this paper, the necessary and sufficient conditions for the existence of a canonical piecewise-linear representation of one variable f:R/sup 1/ to R/sup n/ to n>1 have been proved.
Journal ArticleDOI

Controller design and analysis of uncertain piecewise-linear systems

TL;DR: In this paper, the authors present controller design and analysis methods for uncertain piecewise linear systems based on a piecewise-smooth Lyapunov function, which can be used to establish global stability or the global stability with H/sub/spl infin// performance of the resulting closed loop control systems.
References
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Book

A practical guide to splines

Carl de Boor
TL;DR: This book presents those parts of the theory which are especially useful in calculations and stresses the representation of splines as linear combinations of B-splines as well as specific approximation methods, interpolation, smoothing and least-squares approximation, the solution of an ordinary differential equation by collocation, curve fitting, and surface fitting.
Journal ArticleDOI

Large-Signal Behavior of Junction Transistors

TL;DR: In this paper, a generalized two-terminal-pair theory of junction transistors is presented which is applicable, on a dc basis, in all regions of operation, and the transition of the transistor switch from open to closed, or vice versa, is discussed, including the effects of minority carrier storage.
Journal ArticleDOI

Modeling and simulation of insulated-gate field-effect transistor switching circuits

TL;DR: A new equivalent circuit for the insulated-gate field-effect transistor (IGFET) is described, particularly useful for computer-aided analysis of monolithic integrated IGFET switching circuits.
Journal ArticleDOI

Global optimization by controlled random search

TL;DR: A new version, known as CRS2, of the author's controlled random search procedure for global optimization (CRS), is described, which is simpler and requires less computer storage than the original version, yet it has a comparable performance.
Journal ArticleDOI

Canonical piecewise-linear analysis

TL;DR: In this paper, the Katzenelson algorithm is applied to the global piecewise-linear equation in the canonical form, where the only nonlinear elements are two-terminal resistors and controlled sources, each modeled by a one-dimensional piecewise linear function.
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