{"title":"Studies on indoor positioning algorithms using BLE Beacons","authors":"Felipe Carreiro Marchi, A. Gradvohl","doi":"10.5335/rbca.v15i3.14592","DOIUrl":null,"url":null,"abstract":"Global positioning systems have become very popular, helping locate people and objects. Currently, with greater specificity, indoor location services are gaining more relevance. Despite the recent developments, the technology for indoor localization is still incipient, demanding better accuracy, lower costs, and greater practicality. Therefore, this paper presents a study of a technique for indoor localization with Bluetooth low-energy beacons. In addition, we propose and perform experiments to implement a low-cost, low-power, BLE-enabled device-based indoor positioning system. With such devices, we calculate the distance between the emitters and the receiver using known techniques and determine the user’s location. The results we obtained reduced the time and complexity of calibrating the offline phase of the systems. However, the accuracy of the localization is related to the accuracy of the distance estimation.","PeriodicalId":138408,"journal":{"name":"Revista Brasileira de Computação Aplicada","volume":"29 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Revista Brasileira de Computação Aplicada","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5335/rbca.v15i3.14592","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Global positioning systems have become very popular, helping locate people and objects. Currently, with greater specificity, indoor location services are gaining more relevance. Despite the recent developments, the technology for indoor localization is still incipient, demanding better accuracy, lower costs, and greater practicality. Therefore, this paper presents a study of a technique for indoor localization with Bluetooth low-energy beacons. In addition, we propose and perform experiments to implement a low-cost, low-power, BLE-enabled device-based indoor positioning system. With such devices, we calculate the distance between the emitters and the receiver using known techniques and determine the user’s location. The results we obtained reduced the time and complexity of calibrating the offline phase of the systems. However, the accuracy of the localization is related to the accuracy of the distance estimation.
全球定位系统已经非常普及,可以帮助定位人和物体。目前,随着室内定位服务更加具体,其相关性也越来越大。尽管最近取得了一些发展,但室内定位技术仍处于起步阶段,需要更高的精度、更低的成本和更大的实用性。因此,本文对利用蓝牙低能信标进行室内定位的技术进行了研究。此外,我们还提出并进行了实验,以实现一种基于 BLE 设备的低成本、低功耗室内定位系统。利用这种设备,我们使用已知技术计算发射器和接收器之间的距离,并确定用户的位置。我们获得的结果减少了校准系统离线阶段的时间和复杂性。不过,定位的准确性与距离估计的准确性有关。