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Simulation-based word-length optimization method for fixed-point digital signal processing systems

Published: 01 December 1995 Publication History

Abstract

Word-length optimization and scaling software that utilizes the fixed-point simulation results using realistic input signal samples is developed for the application to general, including nonlinear and time-varying, signal processing systems. Word-length optimization is conducted to minimize the hardware implementation cost while satisfying a fixed-point performance measure. In order to minimize the computing time, signal grouping and efficient search methods are developed. The search algorithms first determine the minimum bound of the word-length for an individual group of signals and then try to find out the cost-optimal solution by using either exhaustive or heuristic methods

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  • (2023)Datapath Optimization for Embedded Signal Processing Architectures utilizing Design Space ExplorationProceedings of the DroneSE and RAPIDO: System Engineering for constrained embedded systems10.1145/3579170.3579257(60-65)Online publication date: 17-Jan-2023
  • (2022)Automatic quantization for physics-based simulationACM Transactions on Graphics10.1145/3528223.353015441:4(1-16)Online publication date: 22-Jul-2022
  • (2021)Comprehensive Survey of FIR-Based Sample Rate ConversionJournal of Signal Processing Systems10.1007/s11265-020-01575-693:1(113-125)Online publication date: 1-Jan-2021
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        cover image IEEE Transactions on Signal Processing
        IEEE Transactions on Signal Processing  Volume 43, Issue 12
        December 1995
        305 pages

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        IEEE Press

        Publication History

        Published: 01 December 1995

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        • (2023)Datapath Optimization for Embedded Signal Processing Architectures utilizing Design Space ExplorationProceedings of the DroneSE and RAPIDO: System Engineering for constrained embedded systems10.1145/3579170.3579257(60-65)Online publication date: 17-Jan-2023
        • (2022)Automatic quantization for physics-based simulationACM Transactions on Graphics10.1145/3528223.353015441:4(1-16)Online publication date: 22-Jul-2022
        • (2021)Comprehensive Survey of FIR-Based Sample Rate ConversionJournal of Signal Processing Systems10.1007/s11265-020-01575-693:1(113-125)Online publication date: 1-Jan-2021
        • (2020)Towards generic and scalable word-length optimizationProceedings of the 23rd Conference on Design, Automation and Test in Europe10.5555/3408352.3408733(1668-1673)Online publication date: 9-Mar-2020
        • (2019)Deep Neural Network Approximation for Custom HardwareACM Computing Surveys10.1145/330955152:2(1-39)Online publication date: 30-May-2019
        • (2017)Trade-offs of certified fixed-point code synthesis for linear algebra basic blocksJournal of Systems Architecture: the EUROMICRO Journal10.1016/j.sysarc.2016.11.01076:C(133-148)Online publication date: 1-May-2017
        • (2017)Efficient utilization of imprecise computational blocks for hardware implementation of imprecision tolerant applicationsMicroelectronics Journal10.1016/j.mejo.2017.01.00261:C(57-66)Online publication date: 1-Mar-2017
        • (2016)GraterProceedings of the 2016 Conference on Design, Automation & Test in Europe10.5555/2971808.2972106(1279-1284)Online publication date: 14-Mar-2016
        • (2016)Bounded model checking of state-space digital systems: the impact of finite word-length effects on the implementation of fixed-point digital controllers based on state-space modelingProceedings of the 2016 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering10.1145/2950290.2983979(1151-1153)Online publication date: 1-Nov-2016
        • (2016)Verification of fixed-point digital controllers using direct and delta forms realizationsDesign Automation for Embedded Systems10.1007/s10617-016-9173-520:2(95-126)Online publication date: 1-Jun-2016
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