학술논문

Gibbs sampling in power grid analysis
Document Type
Conference
Source
Proceedings of the ASP-DAC 2005. Asia and South Pacific Design Automation Conference, 2005. Design automation conference Design Automation Conference, 2005. Proceedings of the ASP-DAC 2005. Asia and South Pacific. 1:107-110 Vol. 1 2005
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Sampling methods
Power grids
Algorithm design and analysis
Integrated circuit noise
Circuit optimization
Performance analysis
Timing
Stochastic resonance
Circuit testing
Design automation
Language
ISSN
2153-6961
2153-697X
Abstract
Power grid plays an important role in determining circuit performance, and the accuracy and efficiency of power grid analysis algorithm has become critical in timing, power and noise estimation of modern integrated circuits. In this paper a stochastic algorithm based on Gibbs sampling is proposed to solve the problem of power grid analysis, and the test results shows that it reaches a good accuracy with linear complexity. The method has incremental property of localizing computation, a desirable property favoring in modern CAD. Therefore it can be embedded at all the design and verification levels of integrated circuits.