International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Double Blind Reviewed

ISSN: 2319-7064




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Review Papers | Electronics & Communication Engineering | India | Volume 4 Issue 5, May 2015


Data Rate Prediction in Cognitive Radio by using Self Organizing Maps

Prachi Sankpal | Mithrav Venkatesan | Dr. A. V. Kulkarni


Abstract: This article presents the Learning Algorithm for increasing speed in cognitive radio system. In today-s modern world wireless communications are an effective and efficient way for data transmission. Success of this communication depends on limited radio spectrum. Cognitive radio systems (CRs) are more flexible and used for intelligent spectrum management. However, the processes of a CRs are time consuming. Accordingly, a learning mechanism can increase speed of whole cognition process. This paper introduces a mechanism which is based on the well-known unsupervised learning technique, called Self-Organizing Maps (SOM's), and is used for assisting a CRs to predict the data rate that can be obtained, when it senses specific input data from its environment.


Keywords: Cognition cycle, Learning Algorithm, SOM Training Algorithms Data rate, Simulation Scenario


Edition: Volume 4 Issue 5, May 2015,


Pages: 482 - 484


How to Cite this Article?

Prachi Sankpal, Mithrav Venkatesan, Dr. A. V. Kulkarni, "Data Rate Prediction in Cognitive Radio by using Self Organizing Maps", International Journal of Science and Research (IJSR), Volume 4 Issue 5, May 2015, pp. 482-484, https://www.ijsr.net/get_abstract.php?paper_id=SUB154191

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