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Schmidt, Eike and von Cölln (Jochens), Gerd and Kruse, Lars and Theeuwen, Frans and Nebel, Wolfgang

Abstract

Storage cost is a major factor in the total power consumption of digital signal processing circuits. Power models for on-chip memories are consequently an important ingredient in power aware design flows for estimation and optimization. Unfortunately exact memory modelling techniques are not widely applied in practice. This is mainly due to the vendors' need for intellectual property (IP) protection, the ill fit into vendors' design cycles and the significant overhead in time and manpower involved. To bridge the gap between vendors and designers, we suggest an automatic black box modelling approach. It is based on nonlinear regression that combines all desired properties: accuracy, flexibility, speed, low overhead, a good fit into the vendors' design cycle, IP protection plus a mathematical form that is well suited for optimization.

Publishing date

01 / 2002

Type of Publication

article

Projects

PEOPLE
Power Estimation of Embedded Systems
POET
Power Optimization of Embedded systems