Publication | Closed Access
Simulation-based word-length optimization method for fixed-point digital signal processing systems
204
Citations
6
References
1995
Year
Numerical AnalysisStatistical Signal ProcessingSignal Processing SystemsEngineeringWord-length OptimizationScaling SoftwareAnalog DesignMulti-rate Signal ProcessingComputer EngineeringSystems EngineeringDigital FilterModeling And SimulationComputer ScienceDigital Circuit DesignSimulation OptimizationSignal ProcessingSpeech Recognition
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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