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SIPredict: Efficient post-layout waveform prediction via System Identification

Publication ,  Conference
Huang, Q; Li, X; Yang, F; Zeng, X
Published in: 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015
March 11, 2015

In this paper, we propose a post-layout waveform prediction method by System Identification (SI) based on the fact that the waveforms of pre-layout and post-layout are always correlated. Mathematical models are built to describe the relationships between the pre-layout and post-layout simulation results via SI techniques. The model parameters are calibrated by using the simulation results of the first few data points of pre-layout and post-layout stages. By taking the corresponding pre-layout simulation results as inputs of the calibrated models, the rest post-layout waveforms can thus be predicted as the output of the models. Several examples demonstrate the efficiency of the prediction, which helps the designers have a quick view of the post-layout waveforms in the design process.

Duke Scholars

Published In

20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015

DOI

ISBN

9781479977925

Publication Date

March 11, 2015

Start / End Page

460 / 465
 

Citation

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Huang, Q., Li, X., Yang, F., & Zeng, X. (2015). SIPredict: Efficient post-layout waveform prediction via System Identification. In 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015 (pp. 460–465). https://doi.org/10.1109/ASPDAC.2015.7059049
Huang, Q., X. Li, F. Yang, and X. Zeng. “SIPredict: Efficient post-layout waveform prediction via System Identification.” In 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015, 460–65, 2015. https://doi.org/10.1109/ASPDAC.2015.7059049.
Huang Q, Li X, Yang F, Zeng X. SIPredict: Efficient post-layout waveform prediction via System Identification. In: 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015. 2015. p. 460–5.
Huang, Q., et al. “SIPredict: Efficient post-layout waveform prediction via System Identification.” 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015, 2015, pp. 460–65. Scopus, doi:10.1109/ASPDAC.2015.7059049.
Huang Q, Li X, Yang F, Zeng X. SIPredict: Efficient post-layout waveform prediction via System Identification. 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015. 2015. p. 460–465.

Published In

20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015

DOI

ISBN

9781479977925

Publication Date

March 11, 2015

Start / End Page

460 / 465