| 一种基于BP-GA的室内定位模型 |
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| 引用本文： | 王立辉,王佳斌. 一种基于BP-GA的室内定位模型[J]. 微型机与应用, 2013, 0(22): 50-52,55 |
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| 作者姓名： | 王立辉 王佳斌 |
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| 作者单位： | [1]华侨大学信息科学与工程学院,福建厦门361021 [2]华侨大学工学院,福建泉州362021 |
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| 基金项目： | 中央高校基本科研业务费资助项目（10QZR04） |
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| 摘 要： | 使用BP-GA算法相结合的方法来作为室内定位模型的主要定位算法,在得到初始坐标后利用泰勒级数定位算法优化得到最终待测点坐标。该算法很好地减弱了室内环境对定位精度的影响,并且具有较高的精度。仿真实验验证了该模型的有效性。
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| 关 键 词： | 室内定位 BP算法 GA算法 泰勒级数定位算法 |
An indoor location model based on BP-GA |
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| Wang Lihui,Wang Jiabin. An indoor location model based on BP-GA[J]. Microcomputer & its Applications, 2013, 0(22): 50-52,55 |
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| Authors: | Wang Lihui Wang Jiabin |
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| Affiliation: | 1.College of Information Science and Engineering, Huaqiao University, Xiamen 361021,China; 2.College of Engineering,Huaqiao University, Quanzhou 362021 ,China) |
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| Abstract: | This paj,er is mainly through the combined method of using the BP-GA algorithm for indoor positioning algorithm, by using Taylor Series in initial coordinate positioning algorithm to optimize the final measured point coordinates.The algorithm re- duces well the effect of indoor environment on the positioning accuracy, and has a high accuracy. The results of simulation prove the validity of the model. |
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| Keywords: | indoor localization BP algorithm GA algorithm Taylor series location algorithm |
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