Title :
Analog circuit sizing based on formal methods using affine arithmetic
Author :
Lemke, Andreas ; Hedrich, Lars ; Barke, Erich
Author_Institution :
Inst. of Microelectron. Syst., Hannover Univ., Germany
Abstract :
We present a novel approach to optimization-based variation-tolerant analog circuit sizing. Using formal methods based on affine arithmetic, we calculate guaranteed bounds on the worst-case behavior and deterministically find the global optimum of the sizing problem by means of branch-and-bound optimization. To solve the nonlinear circuit equations with parameter variations, we define a novel affine-arithmetic Newton operator that gives a significant improvement in computational efficiency over an implementation using interval arithmetic. The calculation of guaranteed worst-case bounds and the global optimization are demonstrated by a prototype implementation.
Keywords :
analogue circuits; circuit CAD; circuit optimisation; digital arithmetic; integrated circuit design; mathematical operators; nonlinear network analysis; affine arithmetic; affine-arithmetic Newton operator; branch-and-bound optimization; computational efficiency; formal methods; global optimum sizing; guaranteed worst-case behavior bounds; interval arithmetic; nonlinear circuit equations; optimization-based variation-tolerant analog circuit sizing; parameter variations; prototype implementation; Analog circuits; Arithmetic; Circuit simulation; Circuit synthesis; Convergence; Design optimization; Microelectronics; Nonlinear circuits; Nonlinear equations; Optimization methods;
Conference_Titel :
Computer Aided Design, 2002. ICCAD 2002. IEEE/ACM International Conference on
Print_ISBN :
0-7803-7607-2
DOI :
10.1109/ICCAD.2002.1167576