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A Novel Cognitive Engine Based on Genetic Algorithm

Authors:
Keunhong Chae
Youngseok Lee
Seokho Yoon

Keywords: cognitive engine; genetic algorithm; transmission parameter; optimization

Abstract:
In this paper, we propose a novel cognitive engine based on genetic algorithm (GA). Unlike conventional GA-based cognitive engines, the proposed cognitive engine takes the frequency band of the secondary user as one of the transmission parameters to be optimized, allowing the proposed cognitive engine to choose the optimal frequency band among the vacant bands detected via the spectrum sensing. Numerical results demonstrate that the proposed cognitive engine well optimizes the transmission parameters for a given transmission scenario.

Pages: 42 to 45

Copyright: Copyright (c) IARIA, 2013

Publication date: October 27, 2013

Published in: conference

ISSN: 2163-9027

ISBN: 978-1-61208-305-6

Location: Venice, Italy

Dates: from October 27, 2013 to October 31, 2013