A Specific Combination Scheme for Communication Modulation Recognition Based on the Bees Algorithm

DOI

10.2991/meic-15.2015.45How to use a DOI?

Keywords

Wireless communication signal; Bee colony algorithm; Combination eigenvalue module; Multi-layer perceptron neural network; Modulation recognition

Abstract

For the modulation recognition of the wireless communication signal, when extracting Eigenvalues, it is necessary to improve modulation recognition rate in order to achieve the optimized effect. In this article, combination eigenvalue module of the signal is extracted by applying bee colony algorithm and automatic recognition of the communication signal is achieved through the classifier which has multi-layer sensor neural network. The simulation results show that the proposed algorithm in this paper can result the communication signal modulation recognition rate is higher than the corresponding rate in using the conventional method under the conditions that the number of neurons is only 20 in the hidden layers, and the system is easy to realize, it has wide application prospect in signal recognition.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Faquan Yang
AU  - Zan Li
AU  - Yun Fan
PY  - 2015/04
DA  - 2015/04
TI  - A Specific Combination Scheme for Communication Modulation Recognition Based on the Bees Algorithm
BT  - Proceedings of the 2015 International Conference on Mechatronics, Electronic, Industrial and Control Engineering
PB  - Atlantis Press
SP  - 185
EP  - 188
SN  - 2352-5401
UR  - https://doi.org/10.2991/meic-15.2015.45
DO  - 10.2991/meic-15.2015.45
ID  - Yang2015/04
ER  -