McPOWER: a Monte Carlo approach to power estimation

An alternative technique for power estimation that combines the accuracy of simulation-based techniques with the speed of the probabilistic technique is investigated. The resulting method is statistical in nature; it consists of applying randomly-generated input patterns to the circuit and monitoring, with a simulator, the resulting power value. This is continued until a value of power is obtained with a desired accuracy, at a specified confidence level. The algorithm and experimental results are presented and the superiority of this approach is discussed.<<ETX>>

[1]  Sheldon M. Ross,et al.  Stochastic Processes , 2018, Gauge Integral Structures for Stochastic Calculus and Quantum Electrodynamics.

[2]  Farid N. Najm,et al.  Transition density, a stochastic measure of activity in digital circuits , 1991, 28th ACM/IEEE Design Automation Conference.

[3]  G. Y. Yacoub,et al.  An accurate simulation technique for short-circuit power dissipation based on current component isolation , 1989, IEEE International Symposium on Circuits and Systems,.

[4]  Athanasios Papoulis,et al.  Probability, Random Variables and Stochastic Processes , 1965 .

[5]  C.M. Huizer,et al.  Power Dissipation Analysis of CMOS VLSI Circuits by means of Switch-Level Simulation , 1990, ESSCIRC '90: Sixteenth European Solid-State Circuits Conference.

[6]  Anders Hald,et al.  Statistical Theory with Engineering Applications , 1952 .

[7]  John E. Freund,et al.  Probability and statistics for engineers , 1965 .

[8]  G. Enderlein,et al.  Miller, I., and J. E. Freund: Probability and Statistics for Engineers. Prentice‐Hall, Englewood Cliffs, New Jersey 1965. 432 S., Preis 96. s. , 1968 .

[9]  H. Saunders,et al.  Probability, Random Variables and Stochastic Processes (2nd Edition) , 1989 .

[10]  F. Brglez,et al.  A neutral netlist of 10 combinational benchmark circuits and a target translator in FORTRAN , 1985 .

[11]  Farid N. Najm,et al.  Transition density: a new measure of activity in digital circuits , 1993, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

[12]  Hendrikus J. M. Veendrick,et al.  Short-circuit dissipation of static CMOS circuitry and its impact on the design of buffer circuits , 1984 .

[13]  Yan-Chyuan Shiau,et al.  Time domain current waveform simulation of CMOS circuits , 1988, [1988] IEEE International Conference on Computer-Aided Design (ICCAD-89) Digest of Technical Papers.

[14]  Sung-Mo Kang Accurate simulation of power dissipation in VLSI circuits , 1986 .