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Fast and Accurate Power Estimation of FPGA DSP Components Based on High-level Switching Activity Models

机译:基于高级开关活动模型的FPGA DSP组件的快速准确功率估算

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摘要

When designing DSP circuits, it is important to predict their power consumption early in the design flow in order to reduce the repetition of time consuming design phases. High-level modelling is required for fast power estimation when a design is modified at the algorithm level. This paper presents a novel high-level analytical approach to estimate logic power consumption of arithmetic components implemented in FPGAs. In particular, models of adders and multipliers are presented in detail. The proposed methodology considers input signal correlation and glitching produced inside the component. It is based on an analytical computation of the switching activity in the component which takes into account the component architecture. The complete model can estimate the power consumption for any given clock frequency, signal statistics and operands’ word-lengths. Compared to other proposed power estimation methods, the number of circuit simulations needed for characterizing the power model of the component is highly reduced. The accuracy of the model is within 10% of low-level power estimates given by the tool XPower, and it achieves better overall performance.
机译:在设计DSP电路时,重要的是在设计流程的早期就预测其功耗,以减少重复耗时的设计阶段。在算法级别修改设计时,需要进行高级建模才能进行快速功率估算。本文提出了一种新颖的高级分析方法,以估算在FPGA中实现的算术组件的逻辑功耗。特别是,详细介绍了加法器和乘法器的模型。所提出的方法考虑了组件内部产生的输入信号相关性和毛刺。它基于对组件中交换活动的分析计算,其中考虑了组件体系结构。完整的模型可以估算任何给定时钟频率,信号统计信息和操作数的字长的功耗。与其他提出的功率估算方法相比,用于表征组件功率模型所需的电路仿真次数大大减少。该模型的精度在工具XPower给出的低级功耗估计的10%以内,并且可以实现更好的整体性能。

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