Title :
A more reliable reduction algorithm for behavioral model extraction
Author :
Vasilyev, Dmitry ; White, Jacob
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
In this paper we are concerned with developing more reliable model reduction algorithms. We have focused on less common, but real, examples that fail to be effectively reduced by almost all of the currently popular model reduction methods. The failure of these popular methods is due to the fact that they all separately examine controllability and observability. We then present a new method based on several modifications and extensions of the recently developed AISIAD algorithm. The modified AISAID method is demonstrated on a wide variety of examples, including electrical interconnect, micromachined devices, and heat flow to show that the method is reliable. Our modified AISAID method is either nearly equivalent or far superior to any of the other reduction methods suitable for large scale problems.
Keywords :
circuit CAD; integrated circuit interconnections; integrated circuit modelling; AISIAD algorithm; behavioral model extraction; controllability; electrical interconnect; heat flow; micromachined devices; model reduction algorithms; observability; Controllability; Electric breakdown; Equations; Integrated circuit interconnections; Integrated circuit modeling; Jacobian matrices; Observability; Photonic integrated circuits; Reduced order systems; Resistance heating;
Conference_Titel :
Computer-Aided Design, 2005. ICCAD-2005. IEEE/ACM International Conference on
Print_ISBN :
0-7803-9254-X
DOI :
10.1109/ICCAD.2005.1560175