SOLITON WAVE GENERATION ON NONLINEAR TRANSMISSION LINES USING A PARTICLE SWARM OPTIMIZATION (PSO) ALGORITHM

Abstract

In this article, analysis, designing, and generation of soliton waves are performed using nonlinear transmission lines (NLTLs). As a result of performing mathematical analysis processes, circuit parameters and values are determined. A particle swarm optimization (PSO) algorithm is used to determine the parameters and their values. The parameters obtained from the optimization are used to design a nonlinear transmission line. The circuit designed over the determined parameters is simulated with the LTspice program. Then, experiments of the created circuit design are carried out. The simulation data and the experimental implementation data are compared for the nonlinear transmission line circuit. Simulation and experiment results are found to be compatible.

Keywords

• Soliton
• electric soliton oscillator
• soliton generator
• nonlinear transmission line (NLTL)
• particle swarm optimization (PSO)

Parçacık Sürü Optimizasyon (PSO) Algoritması Kullanılarak Doğrusal Olmayan İletim Hatlarında Soliton Dalga Üretimi

Abstract

Bu makalede, doğrusal olmayan iletim hatları kullanılarak, soliton dalgasının analizi, tasarım modellemesi, ve üretimi gerçekleştirilmiştir. Matematiksel analiz işlemlerinin gerçekleştirilmesi sonucu devre parametreleri ve değerleri belirlenmiştir. Parametreleri ve değerlerini belirlemek için parçacık sürü optimizasyonu (PSO) algoritması kullanılmıştır. Optimizasyon sonucunda elde edilen parametreler kullanılarak doğrusal olmayan iletim hattı tasarlanmıştır. Belirlenen parametreler üzerinden tasarlanan devre, LTspice programı ile simüle edilmiştir. Daha sonra, oluşturulan devre tasarımının deneyleri gerçekleştirilmiştir. Doğrusal olmayan iletim hattı devresinin; simulasyon verileri ile deneysel gerçekleme verileri karşılaştırılmıştır. Simulasyon verileri ve deneysel gerçekleme verilerinin uyumlu olduğu görülmüştür.

Keywords

• Soliton
• elektrik soliton osilatör
• soliton üreteç
• doğrusal olmayan iletim hattı
• parçacık sürü optimizasyonu(PSO)

References

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