Performance Evaluation of Wordlength Reduction Based Area and Power Efficient Approximate Multiplier for Mobile Multimedia Applications

被引:0
作者
R. Ramya
S. Moorthi
机构
[1] National Institute of Technology,VLSI Systems Research Laboratory, Department of Electrical and Electronics Engineering
来源
Circuits, Systems, and Signal Processing | 2019年 / 38卷
关键词
Approximate multiplier; Multimedia; Wordlength; PSNR; SSIM;
D O I
暂无
中图分类号
学科分类号
摘要
Hardware multiplier circuits decide the speed and power consumption in the execution of digital signal processing algorithms. The desirable feature of reduced area and power consumption for battery-driven multimedia gadgets can be realized by replacing the power hungry multiplier circuits with approximate multiplier circuits. The approximation techniques reduce the complexity of the design and improve the energy efficiency of the circuit. This paper proposes an area and power efficient approximate unsigned integer multiplier architecture based on wordlength reduction. It is designed to meet a pre-specified error performance with improved area and power reduction compared with similar designs. It is extended further for the signed multiplier architecture. The circuit characteristics are analyzed to establish the suitability of the proposed design for low-power applications. Synthesis results show that the proposed unsigned multiplier consumes 65% less power than the exact Wallace multiplier. The area requirement of the proposed multiplier reduces by 50% compared to an exact multiplier. The multiplier is tested for image filtering to establish the efficacy of the design in multimedia applications.
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页码:5699 / 5716
页数:17
相关论文
共 29 条
[1]  
Itoh K(2010)Adaptive circuits for the 0.5-V nanoscale CMOS era IEICE Trans. Electron. 93 216-233
[2]  
Yamaoka M(2017)A review, classification, and comparative evaluation of approximate arithmetic circuits ACM J. Emerg. Technol. Comput. Syst. (JETC) 13 60:1-60:34
[3]  
Oshima T(2016)A survey of techniques for approximate computing ACM Comput. Surv. (CSUR) 48 1-33
[4]  
Jiang H(2015)Design and analysis of approximate compressors for multiplication IEEE Trans. Comput. 64 984-994
[5]  
Liu C(2015)Energy-efficient approximate multiplication for digital signal processing and classification applications IEEE Trans. Very Large Scale Integr. (VLSI) Syst. 23 1180-1184
[6]  
Liu L(2017)Design of power and area efficient approximate multipliers IEEE Trans. Very Large Scale Integr. (VLSI) Syst. 25 1782-1786
[7]  
Lombardi F(2004)Image quality assessment: from error visibility to structural similarity IEEE Trans. Image Process. 13 600-612
[8]  
Han J(2017)RoBA multiplier: a rounding-based approximate multiplier for high-speed yet energy-efficient digital signal processing IEEE Trans. Very Large Scale Integr. (VLSI) Syst. 25 393-401
[9]  
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