Indoor Positioning System Using Wi-Fi & Bluetooth Low Energy Technology

被引:0
作者
Varshney, Vibhu [1 ]
Goel, Rajat Kant [1 ]
Qadeer, Mohammed Abdul [1 ]
机构
[1] Aligarh Muslim Univ, Dept Comp Engn, Aligarh 202002, Uttar Pradesh, India
来源
2016 THIRTEENTH IEEE AND IFIP INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS NETWORKS (WOCN) | 2016年
关键词
Indoor positioning; RSSI; positioning algorithm; error minimization; Wi-Fi based positioning; Bluetooth Low Energy; android application;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In the era of wireless communication, almost every other person uses a smartphone not only for traditional calling, but for multiple services. Wi-Fi based services have been on rise, and Wi-Fi signals are omnipresent nowadays. Exploiting the feature of Wi-Fi signal detection from android smartphones, we built an app for user positioning in indoor environment. For testing purposes, we use pre-installed Wi-Fi access points and Beacon devices based on Bluetooth Low Energy (BLE) technology in our department for indoor positioning at the department. Using the classical RSSI based trilateration algorithm, we improved upon the location estimation using gradient descent over error function. We then analyze the results of location estimation with actual measurement of distances.
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页数:6
相关论文
共 21 条
[1]  
[Anonymous], 2015, IOS UND IBEACON
[2]  
[Anonymous], IEEE T PARALLEL DIST
[3]  
[Anonymous], 1 AS HIM INT C INT A
[4]  
[Anonymous], IP6 SEC CRYPT ISS
[5]  
Chandra A., 2011, 2011 Proceedings of International Conference on Computational Intelligence and Communication Networks (CICN 2011), P406, DOI 10.1109/CICN.2011.85
[6]  
Chandra A., 2011, 2011 3rd International Conference on Computer Research and Development (ICCRD 2011), P216, DOI 10.1109/ICCRD.2011.5764007
[7]  
Chandra A., 2012, INT J INFORM PROCESS, V6, P90
[8]   An evaluation of indoor location determination technologies [J].
Curran, Kevin ;
Furey, Eoghan ;
Lunney, Tom ;
Santos, Jose ;
Woods, Derek ;
McCaughey, Aiden .
JOURNAL OF LOCATION BASED SERVICES, 2011, 5 (02) :61-78
[9]  
Dao Trung-Kien, 2013, INT J HUMAN MACHINE, V1
[10]  
Farid Zahid, HINDAWI PUBLISHING C, V2013