Energy Efficient Wireless Communication Using Genetic Algorithm Guided Faster Light Weight Digital Signature Algorithm (Gadsa)

Sarkar, Arindam

doi:10.5121/ijassn.2012.2302

Cited by 7 publications

(3 citation statements)

References 7 publications

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“…In figure 14 it is observed that larger window size for doubling is needed when StorageRoom is Max. Now set the weight value equals to 0.5 for the fuzzy rules 1,5,10,13,14,15,16,18,20,21,22, 23, 25, 26 then doubling will be increase by larger window size due to the fact that StorageRoom controlled the major functions. If PreComputing and Doubling are decreased by 0.02% and StorageRoom is increased by 0.04% then the output will change.…”

Section: Number Ofmentioning

confidence: 99%

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Secured Wireless Communication using Fuzzy Logic based High Speed Public-Key Cryptography (FLHSPKC)

Sarkar¹,

Mandal²

2012

IJACSA

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Abstract-In this paper secured wireless communication using fuzzy logic based high speed public-key cryptography (FLHSPKC) has been proposed by satisfying the major issues likes computational safety, power management and restricted usage of memory in wireless communication. Wireless Sensor Network (WSN) has several major constraints likes' inadequate source of energy, restricted computational potentiality and limited memory. Though conventional Elliptic Curve Cryptography (ECC) which is a sort of public-key cryptography used in wireless communication provides equivalent level of security like other existing public-key algorithm using smaller parameters than other but this traditional ECC does not take care of all these major limitations in WSN. In conventional ECC consider Elliptic curve point p, an arbitrary integer k and modulus m, ECC carry out scalar multiplication kP mod m, which takes about 80% of key computation time on WSN. In this paper proposed FLHSPKC scheme provides some novel strategy including novel soft computing based strategy to speed up scalar multiplication in conventional ECC and which in turn takes shorter computational time and also satisfies power consumption restraint, limited usage of memory without hampering the security level. Performance analysis of the different strategies under FLHSPKC scheme and comparison study with existing conventional ECC methods has been done.

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Section: Number Ofmentioning

confidence: 99%

“…For these reasons WSN needs faster public-key cryptographic algorithm which satisfied all these constraints [18,19,20,21]. Neal Koblitz and victor Miller was proposed Elliptic Curve Cryptography (ECC) [2].…”

Section: Introductionmentioning

confidence: 99%

Secured Wireless Communication using Fuzzy Logic based High Speed Public-Key Cryptography (FLHSPKC)

Sarkar¹,

Mandal²

2012

IJACSA

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“…is is generally a technology that uses the unique technology of computer to automatically analyze the information collected, observed, and obtained by sensors with different numbers obtained by the algorithm of time sequence division and cooperation under certain specific criteria. en, optimization and synthesis are carried out to complete the final decision-making algorithm and the information cooperative processing process for multitask processing [20]. According to this definition, various sensors are the basis of data fusion; for example, they can be used to construct and solve nonlinear programming problems.…”

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confidence: 99%

A Novel Method for Handicrafts Design Based on Fusion of Multi-Intelligent Decision Algorithm

Sun

2022

Scientific Programming

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With the rapid development of artificial intelligence, handicraft design has developed from artificial design to artificial intelligence design. Traditional handicraft design has the problems of long time consumption and low output, so it is necessary to improve the process technology. Artificial intelligence technology can provide optimized design steps in handicraft design and improve design efficiency and process level. Handicrafts are regarded as important social products and exist in people’s daily life. In the current society, many people do handicrafts and there are major exhibitions. Furthermore, the display of handicrafts is also very grand and shocking. In the design of handicrafts, the traditional design method cannot completely keep up with the production speed and efficiency of handicrafts. Therefore, this paper adopts the fusion multi-intelligent decision algorithm of multi-node branch design in the design method of handicraft. The algorithm model combination is used to analyze and design the layout of the handicraft, which speeds up the design efficiency and production of the handicraft. In this paper, two intelligent algorithms will be used for fusion; they are genetic algorithm and GA-PSO fusion algorithm obtained by particle swarm optimization and they are embedded in handicraft design method for application through mathematical model construction and function construction. After comparing the performance parameter index data of three intelligent algorithms and GA-PSO fusion algorithm, it is obtained that GA-PSO fusion algorithm is 97% correct and has 82% readability, 72% robustness, and 61% structure, making it have better important indicators. Four algorithms optimize each design problem in all aspects of handicraft design at present. Design efficiency, image distribution rate, image optimization degree, and image clarity are compared by simulation experiments. Compared with three intelligent algorithms, traditional design methods, and manual design methods, GA-PSO fusion algorithm can effectively improve the design method and design effect of handicrafts with 92.1% design efficiency, 82.7% image distribution rate, 94.3% image optimization degree, and 84% layout void rate. Finally, the space complexity experiment of four algorithms shows that GA-PSO algorithm can achieve 9.73 dispersion with 11.42 space complexities, which makes the dimension reduction relatively stable, and the algorithm can maintain stability in the design and application of handicrafts.

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Computational Intelligence based Triple Layer Perceptron Model Coordinated PSO Guided Metamorphosed based Application in Cryptographic Technique for Secured Communication (TLPPSO)

Sarkar¹,

Mandal²

2013

Procedia Technology

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Energy Efficient Wireless Communication Using Genetic Algorithm Guided Faster Light Weight Digital Signature Algorithm (Gadsa)

Abstract: In this paper GA based light weight faster version of Digital

Cited by 7 publications

References 7 publications

Secured Wireless Communication using Fuzzy Logic based High Speed Public-Key Cryptography (FLHSPKC)

Secured Wireless Communication using Fuzzy Logic based High Speed Public-Key Cryptography (FLHSPKC)

A Novel Method for Handicrafts Design Based on Fusion of Multi-Intelligent Decision Algorithm

Computational Intelligence based Triple Layer Perceptron Model Coordinated PSO Guided Metamorphosed based Application in Cryptographic Technique for Secured Communication (TLPPSO)

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