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NEDA: A Low-Power High-Performance DCT Architecture

机译:NEDA:低功耗高性能DCT架构

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Conventional distributed arithmetic (DA) is popular in application-specific integrated circuit (ASIC) design, and it features on-chip ROM to achieve high speed and regularity. In this paper, a new DA architecture called NEDA is proposed, aimed at reducing the cost metrics of power and area while maintaining high speed and accuracy in digital signal processing (DSP) applications. Mathematical analysis proves that DA can implement inner product of vectors in the form of two's complement numbers using only additions, followed by a small number of shifts at the final stage. Comparative studies show that NEDA outperforms widely used approaches such as multiply/accumulate (MAC) and DA in many aspects. Being a high-speed architecture free of ROM, multiplication, and subtraction, NEDA can also expose the redundancy existing in the adder array consisting of entries of 0 and 1. A hardware compression scheme is introduced to generate a butterfly structure with minimum number of additions. NEDA-based architectures for 8 X 8 discrete cosine transform (DCT) core are presented as an example. Savings exceeding 88percent are achieved, when the compression scheme is applied along with NEDA. Finite word-length simulations demonstrate the viability and excellent performance of NEDA.
机译:常规分布式算术(DA)在专用集成电路(ASIC)设计中很流行,并且具有片上ROM以实现高速和规律性。本文提出了一种名为NEDA的新型DA架构,旨在降低功耗和面积的成本指标,同时在数字信号处理(DSP)应用中保持高速和高精度。数学分析证明,DA可以仅使用加法就可以实现二进制补数形式的向量的内积,而在最后阶段只需进行少量移位即可。比较研究表明,NEDA在许多方面都优于广泛使用的方法,例如乘法/累加(MAC)和DA。作为没有ROM,乘法和减法的高速体系结构,NEDA还可以公开加法器阵列中存在的由0和1组成的冗余。引入了一种硬件压缩方案,以生成具有最少加法次数的蝶形结构。 。以基于NEDA的8 X 8离散余弦变换(DCT)内核架构为例。当压缩方案与NEDA一起使用时,可节省超过88%的费用。有限的字长模拟证明了NEDA的可行性和出色的性能。

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