Proceedings of the 2015 6th International Conference on Manufacturing Science and Engineering

Wireless sensor network data fusion based on GSO improved BP algorithm

Authors
Fanjin Mai, Huajian Huang
Corresponding Author
Fanjin Mai
Available Online December 2015.
DOI
10.2991/icmse-15.2015.77How to use a DOI?
Keywords
wireless sensor networks; data fusion; BP neural network; GSO algorithm.
Abstract

In order to improve the efficiency of data fusion in wireless sensor networks and reduce the energy consumption of the system, a new method of data fusion based on GSO algorithm for optimizing BP neural network is proposed. Sensor nodes sensing data, and then use the GSO algorithm to optimize the BP neural network data fusion. The simulation experiments results show that the proposed algorithm is better than the other typical algorithms and it improves the efficiency of data fusion, saves the energy consumption and prolongs the network life.

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/).

Download article (PDF)

Volume Title
Proceedings of the 2015 6th International Conference on Manufacturing Science and Engineering
Series
Advances in Engineering Research
Publication Date
December 2015
ISBN
978-94-6252-137-7
ISSN
2352-5401
DOI
10.2991/icmse-15.2015.77How to use a DOI?
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/).

Cite this article

TY  - CONF
AU  - Fanjin Mai
AU  - Huajian Huang
PY  - 2015/12
DA  - 2015/12
TI  - Wireless sensor network data fusion based on GSO improved BP algorithm
BT  - Proceedings of the 2015 6th International Conference on Manufacturing Science and Engineering
PB  - Atlantis Press
SP  - 418
EP  - 422
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmse-15.2015.77
DO  - 10.2991/icmse-15.2015.77
ID  - Mai2015/12
ER  -