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Energy and transient power minimization during behavioral synthesis.

机译:行为综​​合期间的能量和瞬态功率最小化。

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The proliferation of portable systems and mobile computing platforms has increased the need for the design of low power consuming integrated circuits. The increase in chip density and clock frequencies due to technology advances has made low power design a critical issue. Low power design is further driven by several other factors such as thermal considerations and environmental concerns. In low-power design for battery driven portable applications, the reduction of peak power, peak power differential, average power and energy are equally important. In this dissertation, we propose a framework for the reduction of these parameters through datapath scheduling at behavioral level. Several ILP based and heuristic based scheduling schemes are developed for datapath synthesis assuming: (i) single supply voltage and single frequency (SVSF), (ii) multiple supply voltages and dynamic frequency clocking (MVDFC), and (iii) multiple supply voltages and multicycling (MVMC). The scheduling schemes attempt to minimize: (i) energy, (ii) energy delay product, (iii) peak power, (iv) simultaneous peak power and average power, (v) simultaneous peak power, average power, peak power differential and energy, and (vi) power fluctuation.; A new parameter called "Cycle Power Function" (CPF ) is defined which captures the transient power characteristics as the equally weighted sum of normalized mean cycle power and normalized mean cycle differential power. Minimizing this parameter using multiple supply voltages and dynamic frequency clocking results in the reduction of both energy and transient power. The cycle differential power can be modeled as either the absolute deviation from the average power or as the cycle-to-cycle power gradient. The switching activity information is obtained from behavioral simulations. Power fluctuation is modeled as the cycle-to-cycle power gradient and to reduce fluctuation the mean power gradient (MPG) is minimized. The power models take into consideration the effect of switching activity on the power consumption of the functional units.; Experimental results for selected high-level synthesis benchmark circuits under different constraints indicate that significant reductions in power, energy and energy delay product can be obtained and that the MVDFC and MVMC schemes yield better power reduction compared to the SVSF scheme. Several application specific VLSI circuits were designed and implemented for digital watermarking of images. Digital watermarking is the process that embeds data called a watermark into a multimedia object such that the watermark can be detected or extracted later to make an assertion about the object. A class of VLSI architectures were proposed for various water-marking algorithms: (i) spatial domain invisible-robust watermarking scheme, (ii) spatial domain invisible-fragile watermarking scheme, (iii) spatial domain visible watermarking scheme, (iv) DCT domain invisible-robust watermarking scheme, and (v) DCT domain visible watermarking scheme. Prototype implementation of (i), (ii) and (iii) are given. The hardware modules can be incorporated in a "JPEG encoder" or in a "digital still camera".
机译:便携式系统和移动计算平台的激增增加了对低功耗集成电路设计的需求。由于技术的进步,芯片密度和时钟频率的增加已经使低功耗设计成为一个关键问题。低功耗设计还受到其他几个因素的驱动,例如散热和环境问题。在电池驱动的便携式应用的低功耗设计中,降低峰值功率,峰值功率差,平均功率和能量同样重要。本文提出了一种在行为水平上通过数据路径调度来减少这些参数的框架。针对数据路径综合开发了几种基于ILP和基于启发式的调度方案,这些方案假定:(i)单电源电压和单频率(SVSF),(ii)多电源电压和动态频率时钟(MVDFC),以及(iii)多电源电压和多循环(MVMC)。调度方案试图最小化:(i)能量,(ii)能量延迟乘积,(iii)峰值功率,(iv)同时的峰值功率和平均功率,(v)同时的峰值功率,平均功率,峰值功率差和能量,以及(vi)功率波动。定义了一个称为“循环功率函数”(CPF)的新参数,该参数将瞬态功率特性捕获为归一化平均周期功率和归一化平均周期差分功率的相等加权和。使用多个电源电压和动态频率时钟来最小化此参数会降低能量和瞬态功率。可以将周期差分功率建模为与平均功率的绝对偏差或周期间功率梯度。开关活动信息是从行为模拟中获得的。将功率波动建模为逐周期功率梯度,并且为了减小波动,将平均功率梯度(MPG)最小化。功率模型考虑了开关活动对功能单元功耗的影响。在不同约束条件下选择的高级综合基准电路的实验结果表明,与SVSF方案相比,可以显着降低功率,能量和能量延迟积,并且MVDFC和MVMC方案可实现更好的功耗降低。设计和实现了几种专用的VLSI电路,用于图像的数字水印。数字水印是将称为水印的数据嵌入到多媒体对象中的过程,以便以后可以检测或提取水印以对对象进行声明。针对各种水印算法,提出了一类VLSI体系结构:(i)空间域不可见的鲁棒水印方案,(ii)空间域不可见的脆弱水印方案,(iii)空间域可见的水印方案,(iv)DCT域不可见鲁棒水印方案,以及(v)DCT域可见水印方案。给出了(i),(ii)和(iii)的原型实现。硬件模块可以包含在“ JPEG编码器”或“数码相机”中。

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