Download PDFOpen PDF in browser

Fire Source Localization method based on genetic algorithm

EasyChair Preprint no. 167

4 pagesPublished: May 25, 2018

Abstract

In this paper, multiple fire source localization in building environments is approached based on energy distribution of fire by sensor array. A maximum likely-hood estimation method with genetic algorithm is proposed, that describes energy distribution of fire source as Gaussian distribution, and thus derives an energy multi-peak function model and an observation model of sensor nodes. The method facilitates the multiple fire source localization as a global optimization problem, which is explored by genetic algorithm with a global optimal solution. Finally, the simulation result shows the effectiveness of the proposed fire source localization method by the comparison of the traditional EM algorithm and genetic algorithm.

Keyphrases: fire source, localization global, Optimization

BibTeX entry
BibTeX does not have the right entry for preprints. This is a hack for producing the correct reference:
@Booklet{EasyChair:167,
  author = {Zheng Hengyi and Wang Xu and Wei Shanbi},
  title = {Fire Source Localization method based on genetic algorithm},
  howpublished = {EasyChair Preprint no. 167},
  doi = {10.29007/dltg},
  year = {EasyChair, 2018}}
Download PDFOpen PDF in browser