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An efficient VLSI architecture design for logarithmic multiplication by using the improved operand decomposition
Affiliation:1. Bogazici University, Department of Electrical and Electronics Engineering, Turkey;2. Istanbul Technical University, Department of Electrical and Electronics Engineering, Turkey;1. Department of Electronics and Computer Technology, Campus Universitario Fuentenueva, University of Granada, 18071 Granada, Spain;2. Department of Computer Architecture and Automation, Complutense University of Madrid, 28040 Madrid, Spain;1. Instituto Nacional de Astrofísica Óptica y Electrónica, Puebla, Mexico;2. Instituto Tecnológico de Puebla, Puebla, Mexico;3. New Mexico State University, Las Cruces, NM, USA;4. Spycotec, Fracc. Paseos del Angel Puebla, Puebla. +52-2228870916, Mexico;5. Benemérita Universidad Autónoma de Puebla, Puebla, Mexico;6. Instituto Tecnológico de Cd. Guzmán, Av. Tecnológico #100, Cd. Guzmán, Jal., Mexico;1. Department of Micro-Nano Electronics, Shanghai Jiao Tong University, Shanghai, China;2. Department of Electrical Engineering, Tongji University, Shanghai, China
Abstract:Over the last few years, the Logarithmic Number System (LNS) has played a pivotal and decisive role in the field of Digital Signal Processing (DSP) and Image processing. Multiplication is a ubiquitous thirsty area to perform arithmetic operations in DSP applications and researchers have found that LNS is the possible solution for multiplication to be performed for a DSP application. In this paper, we propose a novel approach based on the Improved Operand Decomposition (IOD) to make an efficient logarithmic multiplier and subsequent achievement through scale realization. The Pipeline technique and the efficient correction circuit are used for error minimization at the cost of minimal hardware and delay. Reported and proposed multiplier is evaluated and compared in terms of Data Arrival Time (DAT), area, power, Area Delay Product (ADP), and EPS (Energy per Sample) at 90 nm CMOS technology by using Synopsys Design Compiler. Simulation results show that the proposed IOD method for logarithmic multiplication without the pipelining gives maximum of 35.39% less ADP and 11.15% less EPS for 32-bit architecture than of the reported logarithmic multiplier architecture. The proposed IOD based logarithmic multiplier with the pipelining gives a maximum of 20.17% less ADP for 8-bit architecture and 21.72% for 32-bit architecture than of the reported iterative pipelined architecture of logarithmic multiplier. Simulation results show that the optimized logarithmic converter gives 7.32%, and optimized antilogarithmic converter gives 41.59% less ADP respectively than of the reported logarithmic and antilogarithmic converter structures. The optimized antilogarithmic converter architecture gives a maximum of 43.94% less EPS than of the reported antilogarithmic converter structure.
Keywords:Divided approximation  FIR filter  Logarithmic  Logarithmic arithmetic  Mitchell method  Operand decomposition
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