Low-Power Unsigned Divider and Square Root Circuit Designs Using Adaptive Approximation

被引:28
|
作者
Jiang, Honglan [1 ]
Liu, Leibo [1 ]
Lombardi, Fabrizio [2 ]
Han, Jie [3 ]
机构
[1] Tsinghua Univ, Inst Microelect, Beijing 100091, Peoples R China
[2] Northeastern Univ, Dept Elect & Comp Engn, Boston, MA 02115 USA
[3] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 1H9, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Adaptive approximation; divider; SQR circuit; overflow; low-power; image processing; DIVISION;
D O I
10.1109/TC.2019.2916817
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, an adaptive approximation approach is proposed for the design of a divider and a square root (SQR) circuit. In this design, the division/SQR is computed by using a reduced-width divider/SQRcircuit and a shifter by adaptively pruning some insignificant input bits. Specifically, for a 2n=n division, 2k and k (k < n) consecutive bits are selected starting fromthe most significant `1' in the dividend and divisor, respectively. At the same time, redundant least significant bits (LSBs) are truncated or if the number of remaining bits after pruning is smaller than the number of bits to be kept, `0's are appended to the LSBs of the inputs. To avoid overflow, a 2ok thorn 1THORN=ok thorn 1THORN divider is used to compute the 2k=k division. Finally, an error correction circuit is proposed to recover the error caused by the shifter using ORgates. For a 2n-bit approximate SQR circuit, similar pruning schemes are used to obtain a 2k-bit radicand. A 2k-bit SQR circuit and a shifter are then utilized to compute the SQR. This adaptive operation leads to very small maximumerror distances of the approximate divider and SQR circuits, as shown by a theoretical error analysis. The proposed 16/8 approximate divider using an 8/4 exact array divider is 2:5 as fast but only consumes 34.42 percent of the power of the accurate design. Compared to the accurate 16-bit arraySQR circuit, the approximate design with a 6-bit radicand is 3:9 as fast and consumes 20.66 percent of the power. The approximate SQR circuit using a 6-bit lookup table-based SQR circuit consumes 7.15 percent of the power of its corresponding accurate design. The proposed designs outperformother approximate designs in image processing applications including change detection (for the divider), envelope detection (for the SQR circuit) and image reconstruction (for both designs).
引用
收藏
页码:1623 / 1634
页数:12
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