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A process variation aware low power synthesis methodology for fixed-point FIR filters

Published: 27 August 2007 Publication History

Abstract

In this paper, we present a novel FIR filter synthesis technique that allows aggressive voltage scaling by exploiting the fact that all filter coefficients are not equally important to obtain a "reasonably accurate" filter response. Our technique implements a Level Constrained Common Subexpression Elimination (LCCSE) algorithm, where we can constrain the number of adder levels required to compute each of the coefficient outputs. By specifying a tighter constraint (in terms of number of adders in the critical path) on the important coefficients, we ensure that the later computational steps compute only the less important coefficient outputs. In case of delay variations due to voltage scaling and/or process variations, only the less important outputs are affected, resulting in graceful degradation of filter quality. The proposed architecture, therefore, lends itself to aggressive voltage scaling for low-power dissipation even under process parameter variations. Under extreme process variation and supply voltage scaling (0.8V), filters implemented in BPTM 70 nm technology show an average power savings of 25-30% with minor degradation in filter response.

References

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R. M. Hewlitt et al., "Canonical signed digit representation for FIR digital filters",SIPS 2001, pp. 416--426.
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C. Yao et al., "A Novel Common-Subexpression-Elimination Method for Synthesizing Fixed-Point FIR Filters", TCAS-1, vol 51, 2004, pp. 2215--2211.
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Y. Takahashi et al., "New Cost-effective VLSI Impl. of Multiplierless FIR Filter using Common Subexpression Elimination", ISCAS 2005, pp. 1445--1448.
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A. Hosangadi et al., "Algebraic Methods for Optimizing ConstantallMultiplications in Linear Systems", VLSI Signal Processing, March 2006.
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Y.C. Lim et al., "Discrete coefficient FIR digital filter design based upon an LMS criteria," IEEE TCAS, volume 30, 1983, pp. 723--739.
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  1. A process variation aware low power synthesis methodology for fixed-point FIR filters

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    cover image ACM Conferences
    ISLPED '07: Proceedings of the 2007 international symposium on Low power electronics and design
    August 2007
    432 pages
    ISBN:9781595937094
    DOI:10.1145/1283780
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 27 August 2007

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    Author Tags

    1. fixed-point FIR filters
    2. low-power
    3. synthesis
    4. variation aware

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    • (2019)Quality Obfuscation for Error-Tolerant and Adaptive Hardware IP Protection2019 IEEE 37th VLSI Test Symposium (VTS)10.1109/VTS.2019.8758637(1-6)Online publication date: Apr-2019
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    • (2015)Approximate computing and the quest for computing efficiencyProceedings of the 52nd Annual Design Automation Conference10.1145/2744769.2751163(1-6)Online publication date: 7-Jun-2015
    • (2014)Transient errors resiliency analysis technique for automotive safety critical applicationsProceedings of the conference on Design, Automation & Test in Europe10.5555/2616606.2616618(1-4)Online publication date: 24-Mar-2014
    • (2014)Improving Energy Efficiency in FPGA Through Judicious Mapping of Computation to Embedded Memory BlocksIEEE Transactions on Very Large Scale Integration (VLSI) Systems10.1109/TVLSI.2013.227169622:6(1314-1327)Online publication date: Jun-2014
    • (2013)A Common Subexpression Elimination Tree AlgorithmIEEE Transactions on Circuits and Systems I: Regular Papers10.1109/TCSI.2013.224432860:9(2389-2400)Online publication date: Sep-2013
    • (2013)Low-energy digital filter design based on controlled timing error acceptanceInternational Symposium on Quality Electronic Design (ISQED)10.1109/ISQED.2013.6523603(151-157)Online publication date: Mar-2013
    • (2012)Energy-Efficient Application Mapping in FPGA through Computation in Embedded Memory BlocksProceedings of the 2012 25th International Conference on VLSI Design10.1109/VLSID.2012.108(424-429)Online publication date: 7-Jan-2012
    • (2010)Parameter Variation Tolerance and Error Resiliency: New Design Paradigm for the Nanoscale EraProceedings of the IEEE10.1109/JPROC.2010.205723098:10(1718-1751)Online publication date: Oct-2010
    • (2009)Coping with Variations through System-Level DesignProceedings of the 2009 22nd International Conference on VLSI Design10.1109/VLSI.Design.2009.96(581-586)Online publication date: 5-Jan-2009
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