An improved TOA model based on error correction and self-genetic algorithm

doi:10.23940/ijpe.18.10.p13.23742383

	An improved TOA model based on error correction and self-genetic algorithm
	Wang, Xuyang; Wang, Yaxi; Dang, Zhongkai; Pei, Hongmei; Zhang, Long
	2018-10-01
发表期刊	International Journal of Performability Engineering
ISSN	09731318
卷号	14 期号:10 页码:2374-2383
摘要	In this paper, we propose an improved TOA model in the indoor three-dimensional positioning of wireless communication base station. By adding an error correction function to the existing TOA location model, the search domain of solutions is narrowed down. In addition, we design an adaptive genetic algorithm to solve the objective function. The simulation results further demonstrate that the proposed algorithm can not only improve the positioning accuracy compared with the existing DTOA, but also has the characteristics of fast convergence speed and strong robustness. The average localization error of the model is only 1.4041m. © 2018 Totem Publisher, Inc. All rights reserved.
关键词	Error correction Genetic algorithms Adaptive genetic algorithms Correction function Fast convergence speed Indoor positioning Localization errors Positioning accuracy Three-dimensional positioning Wireless communications
DOI	10.23940/ijpe.18.10.p13.23742383
收录类别	EI
语种	英语
出版者	Totem Publishers Ltd
EI入藏号	20184706104987
EI主题词	Time of arrival
EI分类号	716.1 Information Theory and Signal Processing
来源库	Compendex
分类代码	716.1 Information Theory and Signal Processing
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/114166
专题	材料科学与工程学院
作者单位	Computer and Communication College, Lanzhou University of Technology, Lanzhou; 730050, China
第一作者单位	兰州理工大学
第一作者的第一单位	兰州理工大学
推荐引用方式 GB/T 7714	Wang, Xuyang,Wang, Yaxi,Dang, Zhongkai,et al. An improved TOA model based on error correction and self-genetic algorithm[J]. International Journal of Performability Engineering,2018,14(10):2374-2383.
APA	Wang, Xuyang,Wang, Yaxi,Dang, Zhongkai,Pei, Hongmei,&Zhang, Long.(2018).An improved TOA model based on error correction and self-genetic algorithm.International Journal of Performability Engineering,14(10),2374-2383.
MLA	Wang, Xuyang,et al."An improved TOA model based on error correction and self-genetic algorithm".International Journal of Performability Engineering 14.10(2018):2374-2383.