access icon free Efficient transient noise analysis of non-periodic mixed analogue/digital circuits

This paper proposes a numerical method for accurate time-domain noise simulation of mixed analogue/digital electrical circuits that in principle do not admit a periodic steady-state working condition, such as fractional ΔΣ phase-locked loops (PLLs). By means of a tool known as saltation matrix, which allows dealing with non-smooth vector fields, a variational approach is adopted. The power spectral density of a noisy electrical variable is computed by applying the Thomson's multitaper method (MTM) to the numerical solution of the stochastic variational model of the circuit. This allows to resort to a single transient simulation run, thus avoiding cpu time consuming Monte-Carlo-like approaches. The effectiveness of the proposed method is shown by comparing simulation results related to a commercial fractional ΔΣ PLL with experimental data.

Inspec keywords: Monte Carlo methods; phase locked loops; mixed analogue-digital integrated circuits; sigma-delta modulation; stochastic processes; circuit noise

Other keywords: stochastic variational model; nonMonte Carlo transient noise analysis; nonperiodic mixed analogue-digital circuits; Thomson multitaper method; MTM; PLL; power spectral density; saltation matrix; time-domain noise simulation; fractional ΔΣ phase-locked loops

Subjects: A/D and D/A convertors; Other topics in statistics; Modulators, demodulators, discriminators and mixers; Mixed analogue-digital circuits

References

    1. 1)
      • 28. Biggio, M., Bizzarri, F., Brambilla, A., Carlini, G., Storace, M.: ‘Reliable and efficient phase noise simulation of mixed-mode integer-n phase-locked loops’. European Conf. on Circuit Theory end Design, Dresden, September 8–12 2013.
    2. 2)
    3. 3)
      • 29. Brambilla, A., Linaro, D., Storace, M.: ‘Nonlinear behavioural model of charge pump PLLs’, Int. J. Circuit Theory Appl., 2013, 41, (10), pp. 10271046. [Online]. Available: http://dx.doi.org/10.1002/cta.1813.
    4. 4)
      • 20. Di Bernardo, M., Budd, C., Champneys, A., Kowalczyk, P.: ‘Piecewise-smooth dynamical systems, theory and applications’ (Springer-Verlag, 2008).
    5. 5)
    6. 6)
    7. 7)
      • 22. Privault, N.: ‘Stochastic analysis in discrete and continuous settings’ (Springer, 2009).
    8. 8)
      • 31. Wanner, G., Hairer, E.: ‘Solving ordinary differential equations II’ (Springer-Verlag, 1991), vol. 1.
    9. 9)
    10. 10)
      • 13. Bizzarri, F., Brambilla, A., Storti Gajani, G.: ‘Extension of the variational equation to analog/digital circuits: numerical and experimental validation’, Int. J. Circuit Theory Appl., 2013, 41, (7), pp. 743752. [Online]. Available: http://dx.doi.org/10.1002/cta.1864.
    11. 11)
      • 26. Barnes, J.A.: ‘Large sample simulation of flicker noise’. Proc. of Nineteenth Annual Precise Time and Time Interval (PTTI) Applications and Planning Meeting, December 1987, pp. 13.
    12. 12)
    13. 13)
      • 30. Chua, L., Desoer, C.A., Kuh, E.S.: ‘Linear and nonlinear circuits’ (McGraw-Hill, 1987).
    14. 14)
    15. 15)
      • 16. Bizzarri, F., Brambilla, A., Gajani, G.S.: ‘Lyapunov exponents computation for hybrid neurons’, J. Comput. Neurosci., 2013, pp. 112.
    16. 16)
      • 15. Gear, C.W.: ‘Numerical initial value problems in ordinary differential equations’ (Prentice-Hall, 1971).
    17. 17)
    18. 18)
    19. 19)
    20. 20)
    21. 21)
      • 18. Kloeden, P.E., Platen, E.: ‘Numerical solution of stochastic differential equations’ (Springer-Verlag, 1992).
    22. 22)
    23. 23)
      • 23. Kundert, K.: ‘Predicting the phase noise and jitter of PLL-based frequency synthesizers’ (Designers Guide Consulting, Inc., 2006).
    24. 24)
    25. 25)
      • 7. Biggio, M., Bizzarri, F., Brambilla, A., Storace, M.: ‘Effects of numerical noise floor on the accuracy of time domain noise analysis in circuit simulators’. IEEE Int. Symp. on Circuits and Systems (ISCAS), 2013, pp. 26942697.
    26. 26)
    27. 27)
    28. 28)
      • 34. Kuznetsov, Y.A.: ‘Elements of applied bifurcation theory’ (Springer-Verlag, 2004, 3rd ed.).
    29. 29)
    30. 30)
      • 9. Vlach, J., Singhal, K.: ‘Computer methods for circuit analysis and design’ (Van Nostrand Reinhold Company, 1983).
    31. 31)
    32. 32)
      • 19. Arnold, L.: ‘Stochastic differential equations: theory and applications’ (Wiley, 1974).
    33. 33)
    34. 34)
      • 6. Buonomo, A., Lo Schiavo, A.: ‘Nonlinear dynamics of divide-by-two injection-locked frequency dividers in locked operation mode’, Int. J. Circuit Theory Appl., 2013. [Online]. Available: http://dx.doi.org/10.1002/cta.1888.
    35. 35)
http://iet.metastore.ingenta.com/content/journals/10.1049/iet-cds.2013.0438
Loading

Related content

content/journals/10.1049/iet-cds.2013.0438
pub_keyword,iet_inspecKeyword,pub_concept
6
6
Loading