DocumentCode
1145295
Title
Power Trace: An Efficient Method for Extracting the Power Dissipation Profile in an IC Chip From Its Temperature Map
Author
Wang, Xi ; Farsiu, Sina ; Milanfar, Peyman ; Shakouri, Ali
Author_Institution
Dept. of Electr. Eng., Univ. of California, Santa Cruz, CA, USA
Volume
32
Issue
2
fYear
2009
fDate
6/1/2009 12:00:00 AM
Firstpage
309
Lastpage
316
Abstract
In this paper, we present a new technique to calculate the power dissipation profile from the IC temperature map using a process analogous to image processing and restoration. In this technique, finite-element analysis (FEA) is used to find the heat-point spread function (heat PSF) of the IC chip. Then, the temperature map is used as input for an efficient image restoration algorithm which locates the sources of strong power dissipation non-uniformities. Therefore, it optimally solves the inverse heat transfer problem, and estimates the IC power map without extensive lab experiments. Our computationally efficient and robust method, unlike some previous techniques, applies to many experimental scenarios. Simulation results on a typical commercial integrated circuit chip confirm the effectiveness of our proposed method.
Keywords
finite element analysis; heat transfer; image restoration; integrated circuit packaging; IC temperature map; finite-element analysis; heat-point spread function; image restoration algorithm; integrated circuit chip; inverse heat transfer; power dissipation profile; Analog integrated circuits; Circuit simulation; Computational modeling; Finite element methods; Heat transfer; Image processing; Image restoration; Power dissipation; Robustness; Temperature; Heat point spread function (PSF); image restoration; power dissipation profile; temperature profile; thermal inspection; thermal non-uniformity (hot-spot);
fLanguage
English
Journal_Title
Components and Packaging Technologies, IEEE Transactions on
Publisher
ieee
ISSN
1521-3331
Type
jour
DOI
10.1109/TCAPT.2009.2017204
Filename
5170254
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