Abstract
Energy estimation in the early stages of the design flow has a paramount importance for the successful implementation of modern low power systems. With this goal, the present work proposes a technique for switching activity estimation in non-linear architectures, where the classical techniques based on Gaussian models cannot be applied. Using the characterization of the probability density function with a projection in an orthogonal polynomial base, and a symbolic propagation mechanism, a technique is presented to calculate the switching activity from the moments of the signal. The approach has been validated with practical circuits from the wireless communication arena. Comparisons with reference bit level simulations and previous works are reported to assess the accuracy of the technique.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Bobba, S., Hajj, I.N., Shanbhag, N.R.: Analytical expressions for average bit statistics of signal lines in DSP architectures. In: ISCAS, pp. 33–36 (1998)
Chang, J.-M., Pedram, M.: Power optimization and synthesis at behavioural and system levels using formal methods. Kluwer Academic Publishers, Dordrecht (1999)
GarcĂa-Ortiz, A., Glesner, M.: Moment-based estimation of switching activity in non-linear architectures. In: Int. Symp. on Signal, Circuit and Systems (July 2003)
GarcĂa-Ortiz, A., Kabulepa, L.D., Glesner, M.: Transition activity estimation for generic data distributions. In: Int. Symp. on Circuits and Systems (ISCAS), May 2002, pp. 468–471 (2002)
Kabulepa, L.D., GarcĂa-Ortiz, A., Glesner, M.: Design of an efficient OFDM burst synchronization scheme. In: Int. Symp. on Circuits and Systems (ISCAS), May 2002, pp. 449–452 (2002)
Landman, P.E., Rabaey, J.M.: Architectural power analysis: the dual bit type method. IEEE Trans. on VLSI Systems 3, 173–187 (1995)
Lundberg, M., Muhammad, K., Roy, K., Wilson, S.K.: A novel approach to high-level switching activity modeling with applications to low-power DSP system synthesis. IEEE Trans. on Signal Processing 49, 3157–3167 (2001)
Satyanarayana, J.H., Parhi, K.K.: Theoretical analysis of word-level switching activity in he presence of glitching and correlation. IEEE Trans. on VLSI Systems, 148–159 (April 2000)
Silverman, B.W.: Density estimation for statistics and data analysis. Monographs on Statistics aand appplied probability. Chapman and Hall, Boca Raton (1986)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
GarcĂa-Ortiz, A., Kabulepa, L., Glesner, M. (2003). Switching Activity Estimation in Non-linear Architectures. In: Chico, J.J., Macii, E. (eds) Integrated Circuit and System Design. Power and Timing Modeling, Optimization and Simulation. PATMOS 2003. Lecture Notes in Computer Science, vol 2799. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39762-5_33
Download citation
DOI: https://doi.org/10.1007/978-3-540-39762-5_33
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-20074-1
Online ISBN: 978-3-540-39762-5
eBook Packages: Springer Book Archive