Abstract
In this chapter an investigation is made of the apparent limit on the obtainable SNR of a 1-bit look-ahead sigma-delta modulator. The outcome of this investigation is that there is a point of maximal noise shaping, which depends on the filter order. At the point of maximal noise shaping the system is critically stable, and increasing the corner frequency of the loop filter above this point will not change the noise-shaping characteristics, i.e. the look-ahead system forces the same noise shaping as obtained for the critically stable point. If, instead of increasing the loop-filter corner frequency further, a higher filter order is selected in combination with a lower loop-filter corner frequency, a more aggressive noise shaping can be realized that results in a higher SNR. Since the more aggressive noise shaping causes a reduction of the stability of the sigma-delta modulator, more parallel paths are required to stabilize the system. Although with this approach a world-record SNR for a 1-bit noise-shaped signal has been achieved, it is still far away from the limits imposed by information theory. As such, in practice the SNR is only limited by the amount of available computational power that is required to stabilize the higher order filters.
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Notes
- 1.
In the case of colored noise Eq. 12.2 does not hold and the frequency dependent version of the theorem should be used, in which case the channel capacity is given by:
$$C = \int_{0}^{B}\log_{2}\biggl(1+\frac{S(f)}{N(f)}\biggr)\,df$$(12.1)Since the noise in the pass-band of an SDM with resonators is reasonably flat the simple version of theorem can be used without introducing a significant error.
- 2.
The SNR of a microphone is typically significantly less than 100Â dB, but the dynamic range can be more than 120Â dB.
References
D. Reefman, E. Janssen, DC analysis of high order sigma delta modulators, in Proceedings of the AES 113th Convention (2002). Preprint 5693, October 5–8, Los Angeles
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© 2011 Springer Science+Business Media B.V.
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Janssen, E., van Roermund, A. (2011). Maximum SNR Analysis. In: Look-Ahead Based Sigma-Delta Modulation. Analog Circuits and Signal Processing. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-1387-1_12
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DOI: https://doi.org/10.1007/978-94-007-1387-1_12
Publisher Name: Springer, Dordrecht
Print ISBN: 978-94-007-1386-4
Online ISBN: 978-94-007-1387-1
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