Design of fixed-width multipliers with minimum mean square error

N. Petra, D. Caro, A. Strollo
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引用次数: 14

Abstract

The paper introduces a new technique to design signed and unsigned n x n bit fixed-width multipliers with minimum mean square error. In previous papers the error minimization of fixed-width multipliers was achieved through exhaustive searches, and is practically computable only for small n values. This is the first paper in which the error compensation function of the multiplier is computed analytically, giving a result which is optimal for any value of n. The proposed approach results in improved accuracy with respect to previously proposed techniques. The paper also compares the experimental performances, in a 0.18 mum CMOS technology, of a 16 bit full-width multiplier and of a fixed-width multiplier designed with our approach. A 50% decrease of the power dissipation joined with a 13% increase of the maximum operating frequency has been measured.
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均方误差最小的定宽乘法器设计
本文介绍了一种设计有符号和无符号n × n位均方误差最小的定宽乘法器的新技术。在以前的论文中,固定宽度乘法器的误差最小化是通过穷举搜索实现的,并且实际上只能计算小n个值。这是第一篇对乘法器的误差补偿函数进行解析计算的论文,给出了对任何n值都最优的结果。与先前提出的技术相比,所提出的方法提高了精度。本文还比较了在0.18 μ m CMOS技术下,用我们的方法设计的16位全宽乘法器和固定宽度乘法器的实验性能。测试结果表明,该系统的功耗降低了50%,最大工作频率提高了13%。
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