Design of Approximate Booth Squarer for Error-Tolerant Computing

被引:21
作者
Manikantta Reddy, K. [1 ]
Vasantha, M. H. [1 ]
Nithin Kumar, Y. B. [1 ]
Dwivedi, Devesh [1 ]
机构
[1] Natl Inst Technol Goa, Dept Elect & Commun Engn, Ponda 403401, Goa, India
关键词
Approximate Booth squarer; approximate computing; approximate partial product generator for squarer (APPGS); input signal rearrangement (ISR); signal probability; FIXED-WIDTH SQUARER; LOW-POWER; MULTIPLIERS; COMPRESSORS; AREA; COMPLEXITY;
D O I
10.1109/TVLSI.2020.2976131
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
To explore the benefits of approximate computing, this article proposes an approximate partial product generator for squarer (APPGS). Using APPGS, three designs of approximate radix-4 Booth squarers (ABS1, ABS2, and ABS3) are proposed. APPGS produces approximate partial products in r number of least significant columns of the partial product matrix. ABS2 and ABS3 utilize approximate adders and compressors with a novel input signal rearrangement method for the accumulation of approximate partial products. Moreover, the ABS3 features an error recovery module at k number of most significant columns of the approximate partial products. The proposed squarers with different values of r and k are simulated using 45-nm CMOS technology. The results indicate that the proposed squarers achieve optimized performance for both hardware and accuracy metrics. Compared to the exact Booth squarer, the 16-bit ABS1 with r=16 achieves a reduction of 13.6%, 22.2%, and 13.7% in power, delay, and area, respectively, with a normalized mean error distance (NMED) of 4.6\times 10(-6) . The ABS2 has power, delay, and area savings of 25.8%, 33.8%, and 19.8%, respectively, with an NMED of 7.2 times 10(-6) . The ABS3 with k=6 has 18.5% reduction in power, 29.4% reduction in delay, and 16.9% reduction in area with an NMED of 0.56\times 10(-6) . The performance of the proposed squarers is evaluated with a telecommunication application, where the ABS3 with k=6 produces an output signal with a signal-to-noise ratio of 32.45 dB.
引用
收藏
页码:1230 / 1241
页数:12
相关论文
共 44 条
[1]   X-CGRA: An Energy-Efficient Approximate Coarse-Grained Reconfigurable Architecture [J].
Akbari, Omid ;
Kamal, Mehdi ;
Afzali-Kusha, Ali ;
Pedram, Massoud ;
Shafique, Muhammad .
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 39 (10) :2558-2571
[2]   Toward Approximate Computing for Coarse-Grained Reconfigurable Architectures [J].
Akbari, Omid ;
Kamal, Mehdi ;
Afzali-Kusha, Ali ;
Pedram, Massoud ;
Shafique, Muhammad .
IEEE MICRO, 2018, 38 (06) :63-72
[3]   Dual-Quality 4:2 Compressors for Utilizing in Dynamic Accuracy Configurable Multipliers [J].
Akbari, Omid ;
Kamal, Mehdi ;
Afzali-Kusha, Ali ;
Pedram, Massoud .
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2017, 25 (04) :1352-1361
[4]   Low-Power Approximate Multipliers Using Encoded Partial Products and Approximate Compressors [J].
Ansari, Mohammad Saeed ;
Jiang, Honglan ;
Cockburn, Bruce F. ;
Han, Jie .
IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2018, 8 (03) :404-416
[5]   A New Squarer design with reduced area and delay [J].
Banerjee, Arindam ;
Das, Debesh Kumar .
IET COMPUTERS AND DIGITAL TECHNIQUES, 2016, 10 (05) :205-214
[6]  
Bui S, 2014, IEEE INT SYMP CIRC S, P361, DOI 10.1109/ISCAS.2014.6865140
[7]  
Chang CH, 2004, IEEE T CIRCUITS-I, V51, P1985, DOI [10.1109/TCSI.2004.835683, 10.1109/tcsi.2004.835683]
[9]   Low-cost fixed-width squarer by using probability-compensated circuit [J].
Chen, Yuan-Ho .
ELECTRONICS LETTERS, 2014, 50 (11) :795-796
[10]   Low error fixed-width two's complement squarer design using Booth-folding technique [J].
Cho, K.-J. ;
Chung, J.-G. .
IET COMPUTERS AND DIGITAL TECHNIQUES, 2007, 1 (04) :414-422