Downloads: 121
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
Similar Articles with Keyword 'Learning Algorithm'
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Masters Thesis, Electronics & Communication Engineering, India, Volume 11 Issue 7, July 2022
Pages: 929 - 934Smart IoT and Machine Learning - Based Framework for Water Quality and Crop Prediction Using Raspberry Pi
Malavika S [5] | Dr. Chandrappa D N
Downloads: 116
Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014
Pages: 1807 - 1809