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Amplitude and Frequency Modulations with Cellular Neural Networks

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Amplitude and Frequency Modulations with Cellular.pdf (2.545Mb)
Date
2015
Author
Tander, Baran
Özmen, Atilla
Abstract
Amplitude and frequency modulations are still the most popular modulation techniques in data transmission at telecommunication systems such as radio and television broadcasting gsm etc. However the architectures of these individual systems are totally different. In this paper it is shown that a cellular neural network with an opposite-sign template can behave either as an amplitude or a frequency modulator. Firstly a brief information about these networks is given and then the amplitude and frequency surfaces of the generated quasi-sine oscillations are sketched with respect to various values of their cloning templates. Secondly it is proved that any of these types of modulations can be performed by only varying the template components without ever changing their structure. Finally a circuit is designed simulations are presented and performance of the proposed system is evaluated. The main contribution of this work is to show that both amplitude and frequency modulations can be realized under the same architecture with a simple technique specifically by treating the input signals as template components.

Source

Neural Processing Letters

Issue

2

Volume

41

Pages

259-272

URI

https://hdl.handle.net/20.500.12469/603
https://dx.doi.org/10.1007/s11063-014-9344-y

Collections

  • Araştırma Çıktıları / Scopus [1319]
  • Araştırma Çıktıları / WOS [1335]
  • Bilgisayar Mühendisliği / Computer Engineering [183]
  • Elektrik-Elektronik Mühendisliği / Electrical - Electronics Engineering [330]

Keywords

Cellular neural networks
Nonlinear differential equations
Amplitude modulation
Frequency modulation
Circuit design

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DSpace software copyright © 2002-2015  DuraSpace
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