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Improved Indoor Geo-Localization System: Bluetooth Low Energy Technology of iBeacons and Wi-Fi Network for Better IOT Systems Accuracy
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Author(s): Abdaoui Noura (Mannouba university, Tunisia), Ismahène Hadj Khalifa (Institut Supérieur des Arts de Multimedia, Tunisia)and Sami Faiz (Institut Supérieur des Arts de Multimedia, Tunisia)
Copyright: 2019
Pages: 24
Source title:
Knowledge-Intensive Economies and Opportunities for Social, Organizational, and Technological Growth
Source Author(s)/Editor(s): Miltiadis D. Lytras (Effat University, Saudi Arabia), Linda Daniela (University of Latvia, Latvia)and Anna Visvizi (Effat University, Saudi Arabia)
DOI: 10.4018/978-1-5225-7347-0.ch010
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Abstract
In the concept of internet of things (IOT), physical position of smart object is very useful for relevant function over sensor networks. However, the invalid information of indoor geo-localization systems relative to these wireless sensor compromises the intelligence of IOT network. Therefore, this chapter produces the recent progress in the indoor geo-localization systems and the IOTs area. It defines the best indoor geo-localization technologies that meet their needs while respecting the constraints related to sensor networks. This framework combines between simplicity of Bluetooth low energy (BLE), popular wi-fi infrastructure, and the k-nearest neighbor (KNN) algorithm (in order to filter the initial fingerprint dataset). This new conception increases real-time detection accuracy and guarantees the low energy consumption.
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