Title :
Timing yield estimation using statistical static timing analysis
Author :
Pan, Min ; Chu, Chris Chong-Nuen ; Zhou, Hai
Author_Institution :
Dept. of Electr. & Comput. Eng., Iowa State Univ., Ames, IA, USA
Abstract :
As process variations become a significant problem in deep sub-micron technology, a shift from deterministic static timing analysis to statistical static timing analysis for high-performance circuit designs could reduce the excessive conservatism that is built into current timing design methods. We address the timing yield problem for sequential circuits and propose a statistical approach to handle it. We consider the spatial and path reconvergence correlations between path delays, set-up time and hold time constraints, and clock skew due to process variations. We propose a method to get the timing yield based on the delay distributions of register-to-register paths in the circuit On average, the timing yield results obtained by our approach have average errors of less than 1.0% in comparison with Monte Carlo simulation. Experimental results show that shortest path variations and clock skew due to process variations have considerable impact on circuit timing, which could bias the timing yield results. In addition, the correlation between longest and shortest path delays is not significant.
Keywords :
delays; integrated circuit layout; integrated circuit modelling; integrated circuit yield; parameter estimation; sequential circuits; statistical analysis; statistical distributions; timing; circuit model; circuit timing; clock skew; deep sub-micron technology; delay distributions; deterministic static timing analysis; high-performance circuit designs; hold time constraints; path delays; process variations; register-to-register paths; sequential circuits; set-up time constraints; shortest path variations; statistical analysis; statistical static timing analysis; timing yield estimation; Circuit analysis; Circuit synthesis; Clocks; Delay effects; Design methodology; Registers; Sequential circuits; Time factors; Timing; Yield estimation;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1465124