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Improved Shuffled Frog Leaping Algorithm with Self-Adaptive Shuffling for Fuzzy Logic PD+G Controller Optimization in Robotic Manipulators

Duc Hoang Nguyen
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Minimization of Average Power Consumption in 3 Stage CMOS Ring Oscillator based on MSFLA, Fuzzy-MSFLA, GA, and Fuzzy-GA

by Farshid Keivanian
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 104 - Number 16
Year of Publication: 2014
Authors: Farshid Keivanian
10.5120/18289-9441

Farshid Keivanian . Minimization of Average Power Consumption in 3 Stage CMOS Ring Oscillator based on MSFLA, Fuzzy-MSFLA, GA, and Fuzzy-GA. International Journal of Computer Applications. 104, 16 ( October 2014), 30-37. DOI=10.5120/18289-9441

@article{ 10.5120/18289-9441,
author = { Farshid Keivanian },
title = { Minimization of Average Power Consumption in 3 Stage CMOS Ring Oscillator based on MSFLA, Fuzzy-MSFLA, GA, and Fuzzy-GA },
journal = { International Journal of Computer Applications },
issue_date = { October 2014 },
volume = { 104 },
number = { 16 },
month = { October },
year = { 2014 },
issn = { 0975-8887 },
pages = { 30-37 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume104/number16/18289-9441/ },
doi = { 10.5120/18289-9441 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:36:21.433456+05:30
%A Farshid Keivanian
%T Minimization of Average Power Consumption in 3 Stage CMOS Ring Oscillator based on MSFLA, Fuzzy-MSFLA, GA, and Fuzzy-GA
%J International Journal of Computer Applications
%@ 0975-8887
%V 104
%N 16
%P 30-37
%D 2014
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This article is based on the application of heuristic algorithms to minimize the average power consumption in a VLSI circuit. The idea is to find the optimum layout and temperature for a 3 stage ring oscillator with minimal dynamic average power. The objective function is the same as average power (Pavg) of 3 stage ring oscillator with 6 CMOS inverters that depends on the temperature and the two different group of channel widths for NMOSs and PMOSs. (W1=W3=W5 and W2=W4=W6). These parameters make a three dimensional search space which is explored by search agents of algorithms. Motivated by the convergence of Modified Shuffled Frog Leaping Algorithm (MSFLA), Genetic Algorithm (GA) and the link of MATLAB with HSPICE Software the minimized average power of 3 stage ring oscillator is obtained. Based on MSFLA, Fuzzy-MSFLA, GA, and Fuzzy-GA algorithms the best resulting for Pavg in 0. 18µm Technology and the supply voltage of 5v is 1. 19 µW based on Fuzzy-MSFLA.

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Index Terms

Computer Science
Information Sciences

Keywords

3 stage CMOS ring oscillator minimal average power optimum layout and temperature MSFLAF Fuzzy-MSFLA GA and Fuzzy-GA.

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