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

机译:定点数字信号处理系统中基于仿真的字长优化方法

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摘要

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.
机译:开发了字长优化和缩放软件,该软件利用逼真的输入信号样本利用定点仿真结果,将其应用于包括非线性和时变信号处理系统在内的一般应用。进行字长优化以最大程度地降低硬件实现成本,同时满足定点性能指标。为了最小化计算时间,开发了信号分组和有效的搜索方法。搜索算法首先确定单个信号组的字长的最小范围,然后尝试使用穷举或启发式方法找出成本最优的解决方案。

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