The Study of Indoor Location based on Elman Adaboost Algorithm

被引：0

作者：

Ye, Hongyun ^{[1
,2
]}

Dai, Chunhui ^{[1
,2
]}

Yang, Biao ^{[1
,2
]}

Long, Zhigiang ^{[1
,2
]}

机构：

[1] Natl Univ Def Technol, Coll Intelligent Sci, Changsha, Peoples R China

[2] Hunan Prov Key Lab Electromagnet Levitat & Prop, Changsha, Peoples R China

来源：

2020 CHINESE AUTOMATION CONGRESS (CAC 2020) | 2020年

基金：

国家重点研发计划;

关键词：

indoor positioni RSSI; Bluetooth Low Energy; Elman Adaboost;

D O I：

10.1109/CAC51589.2020.9326479

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Bluetooh Low Energy Bluetooth technology is a short distance, low-cost, interoperable wireless technology, having been widely used in a variety of electronic devices. This paper takes this as the research object, combined with theoretical analysis and simulation, and studies the area positioning technology based on the algorithm of the Elman_Adaboost. Then a simulation of a space of 11 m x 6m < 4m is presented. The results show that Elman_Adahoost algorithm could improve the precision compared NI it h the Elman algorithm and EWKNN algorithm.

引用

页码：5186 / 5189

页数：4

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