DocumentCode
2428599
Title
Extraction of Power Dissipation Profile in an IC Chip from Temperature Map
Author
Wang, Xi ; Shakouri, Ali ; Farsiu, Sina ; Milanfar, Peyman
Author_Institution
Dept. of Electr. Eng., California Univ., Santa Cruz, CA
fYear
2007
fDate
18-22 March 2007
Firstpage
51
Lastpage
56
Abstract
This paper presents a new technique to calculate the power dissipation profile from the IC temperature map using an analogy with image processing and restoration. In this technique, finite element analysis (FEA) is used to find the heat point spread function 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, for the first time the inverse heat transfer problem was optimally solved, and estimate the IC power map without involving extensive laboratory experiments. This computationally efficient and robust method, unlike some previous techniques in the literature, is applicable to virtually any experimental scenario. Simulation results on a typical commercial IC device confirm the effectiveness of our proposed method.
Keywords
finite element analysis; image processing; image restoration; integrated circuits; thermal management (packaging); FEA; IC chip; IC temperature map; finite element analysis; heat point spread function; image processing; image restoration; power dissipation profile; power map; thermal management; thermal nonuniformity; Analog integrated circuits; Computational modeling; Finite element methods; Heat transfer; Image processing; Image restoration; Laboratories; Power dissipation; Robustness; Temperature; Thermal non-uniformity; heat point spread function; image restoration; power map; temperature map; thermal management;
fLanguage
English
Publisher
ieee
Conference_Titel
Semiconductor Thermal Measurement and Management Symposium, 2007. SEMI-THERM 2007. Twenty Third Annual IEEE
Conference_Location
San Jose, CA
ISSN
1065-2221
Print_ISBN
1-4244-09589-4
Electronic_ISBN
1065-2221
Type
conf
DOI
10.1109/STHERM.2007.352405
Filename
4160886
Link To Document