Research and Validation of Lightning Location Based on Particle Swarm Optimization Algorithm

DOI

10.2991/isrme-15.2015.166How to use a DOI?

Keywords

LLS, particle swarm optimization, PSO.

Abstract

In the lightning monitoring systems, positioning calculation is directly related to the results of the detection accuracy. In this paper, the concept of the particle swarm optimization (PSO) algorithm for lightning location estimation was brought in. The PSO overcome the disadvantages of iterative method, such as the difficulty in finding initial and going to diverge. The numerical simulation results show that: the algorithm can obtained lightning point steadily and accurately, and converge quickly. Therefore, the PSO algorithm on lightning location is feasible.

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  - Xiaohong Guo
AU  - Yongli Zhu
AU  - Hua Chen
AU  - Lei Zhao
AU  - Xu Chen
AU  - Yanfeng Gao
PY  - 2015/04
DA  - 2015/04
TI  - Research and Validation of Lightning Location Based on Particle Swarm Optimization Algorithm
BT  - Proceedings of the 2015 International Conference on Intelligent Systems Research and Mechatronics Engineering
PB  - Atlantis Press
SP  - 815
EP  - 818
SN  - 1951-6851
UR  - https://doi.org/10.2991/isrme-15.2015.166
DO  - 10.2991/isrme-15.2015.166
ID  - Guo2015/04
ER  -